Punjab Technical University
Jalandhar Computer Science
Scheme of Syllabi ( 3rd to 8th Semester )
THIRD SEMESTER
CS-201 COMPUTER ARCHITECTURE
External Marks: 60 L T P
Internal Marks: 40 3 1 -
Total Marks: 100
PREREQUISTES : None
OBJECTIVES : This course offers a good understanding of the various functional units
of a computer system and prepares the student to be in a position to design a basic
computer system. Finally the student will be exposed to the recent trends in parallel and
distributed computing and multithreaded application.
COURSE CONTENTS :
Principles of computer design - software / hardware interaction, cost/benefit concept of
layers in architecture design 10%]
Basic Computer Organization taking 8085 as an example binary arithmetic - add,
subtract, multiply - algorithms and implementations. carry look ahead add fast adders.
[15%]
CPU design - Choice of instruction set control structure hardwired and microprogrammed
control - RISC vs CISC, Pipelining in CPU design superscalar machines. [15%]
Memory hierarchy design caches, main memory, Interleave memory virtual memory
architectural aids in implementing these. [10%]
I/O Modes- program interrupt, DMA, Channel, I/O Processor. [15%]
I/O performance measures - Buses connecting I/O devices to CPU/memory - interaction
with operating system Serial/Parallel Interfaces taking 8251 and 8255 as examples. [15%]
Performance evaluation SPEC marks LINPACK Whetstone Dhrystone etc., Transaction
processing benchmarks. [10%]
Multiprocessors - Parallel & distributed computers - SIMD SPMD and MIMD machines.
CS - 203 DISCRETE STRUCTURES
External Marks: 60 L T P
Internal Marks: 40 3 1 -
Total Marks: 100
PREREQUISITES :
Mathematics & Data Structures
OBJECTIVES
The objective of this course is to provide the necessary back ground of discrete structures
with particular reference to the relationships between discrete structures and their data
structure counterparts including algorithm development.
COURSE CONTENTS:
Graph Theory: Graph- Directed and undirected Eulerian chains and cycles, Hamiltonian
chains and cycles Trees, Chromatic number Connectivity and other graphical parameter.
Application. [20%]
Combinatorial Mathematics: Basic counting principles Permutations and combinations
Inclusion and Exclusion Principle Recurrence relations, Generating Function,
Application. [15%]
Sets and functions: Sets and relations functions operations equivalence relations relation
of partial order partitions binary relations. [15%]
Monoids and groups: Groups Semigroups and monoids Cyclic semigraphs and
submonoids, Subgroups and Cosets. Congruence relations on semigroups. Morphisms.
Normal subgroups. Structure of Cyclic groups permutation groups, dihedral groups
Elementary applications in coding theory. [20%]
Rings and Boolean algebra : Rings Subrings morphism of rings ideals and quotient rings.
Euclidean domains Integral domains and fields Boolean Algebra direct product
morphisms Boolean sub-algebra Boolean Rings Application of Boolean algebra in logic
circuits and switching functions. [30%]
1. Discrete Mathematics by N Ch S n Lyengar, VM Chandrasekaran
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CS-205 DIGITAL CIRCUITS & LOGIC DESIGN.
External Marks: 60 L T P
Internal Marks: 40 3 1 -
Total Marks: 100
PREREQUISITES: None
OBJECTIVES:
To give students basic ideas regarding digital hardware components at the level of gate
and sequential circuits. To treat logic design and making them familiar with the CAD
tools in digital system design.
COURSE CONTENTS:
Data and number representation-binary-complement representation BCD-ASCII, ISCII.
[15%]
Boolean algebra, logic gates, minimization, use of programs such as expresso in
minimization. [5%]
Digital Circuit Technologies, RTL/DTL/DCTL/TTL/MOS/CMOS/ECL, analysis of basic
circuits in these families, internal architecture of programmable logic devices. [10%]
Combinational design , design with Muxes. [5%]
Sequential circuits, flip-flops, counters, shift registers, multivibrators, state diagrams,
sequential circuit design from state diagrams computer aids in synthesis. [15%]
Memory system - RAM., ROM, EPROM, EEPROM, PAL, PLDs,PGAs. [20%]
Bus structures, transmission line effects, line termination. [10%]
A/D and D/A conversion techniques and selected case studies. [15%]
Introduction to VLSI Design , Custom and semi-custom design. [5%]
CS-207 DATA STRUCTURES & PROGRAMMING METHODOLOGY
External Marks: 60 L T P
Internal Marks: 40 3 1 -
Total Marks: 100
PREREQUISITES:
The algorithms presented should be written in a pseudocode similar to the programming
language Pascal / C and therefore, the readers should preferable be familiar with Pascal /
C. The experience in structured programming and knowledge of combinatorial
mathematics would be helpful.
OBJECTIVES:
The course should provide one with a fairly good concept of the fundamentals of data
structures and also of the commonly occurring algorithms. The mathematical model of
data is an abstract concept of data such as set, list or graph. To make it useful for problem
solving the abstraction is made concrete by going into the data structure of the model- its
implementation and associated algorithms. Given a data structure, quite frequently ,
several alternative algorithms exist for the same operation. Naturally, the question
analyzing an algorithm to determine its performance in relation to the other alternatives
becomes important. The course should present the general approach towards analyzing
and evaluating algorithms and while presenting an algorithm, its analysis should also be
included as and when required.
COURSE CONTENTS:
Introduction [8%]
Linear Data Structures I: Arrays & Records [5%]
Linear Data Structures II: linked lists [10%]
Linear Data Structures III: Stacks and Queues [5%]
Linear Data Structures IV: Strings [5%]
Recursion [10%]
Non Linear Data Structures I: Trees [8%]
Non Linear Data Structures II [10%]
Hashing. [10%]
Sets [12%]
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Graphs [12%]
Files [ 5%]
CS-209 WRITTEN & ORAL TECHNICAL COMMUNICATION
(Communication skills for Scientists and Engineers)
External Marks: 60 L T P
Internal Marks: 40 2 1 -
Total Marks: 100
PREREQUISITES : NONE
OBJECTIVES:
The course is intended to develop a student's ability to communicate both in speech and
writing in the Situation that he/she is likely to come across in his/her academic and
working life.
COURSE CONTENTS:
Note taking from lectures and reference material [10%]
Essay and précis writing [30%]
Slide preparation and oral presentation principles [10%]
Written presentation of technical material [20%]
Preparation of Bibliography [10%]
Basics of Official Correspondence [15%]
Preparation of bio-data [5%]
Students should be asked to prepare and present Seminars during the practice session.
CS - 211 PROGRAMMING LANGUAGES
External Marks: 60 L T P
Internal Marks: 40 3 1 -
Total Marks: 100
OBJECTIVES:
At the end of this course students will be able to simulate the problems in the subjects
like O.S., C.N., System project , System simulate and modelling etc. Moreover it will be
used as a tool for doing minor and major Projects.
INTRODUCTION :
C and C++ programming, differences between C and C++ , adding an user interface to C
and C++ program, standard C and C++ data types , storage classes, operators Standard C
and C++ libraries, writing & using functions, arrays pointer , I/O in C, Structure unions,
macro's Advanced preprocessor statements, dynamic memory allocation .
OBJECT ORIENTED PROGRAMMING:
Object oriented terminology, C++ classes I/O M C++, the cost team class list combining
C & C++ code, designing Unique manipulators , Object oriented stack and linked list in
C++
WINDOWS PROGRAMMING FOUNDATIONS :
Windows concepts windows programming concept , visual C++ Windows tools,
procedure -oriented windows Application Microsoft foundation Class library concepts.
Windows Applications with MFC. WIZARDS: Application and class Wizards,
introduction to OLE, active X controls with the MFC library.
.Net Framework:-
Introduction to .Net framework, concept of CLR. Managed and un-managed code in
VC++. Concept of Assemblies.
DATA STRUCTURES & PROGRAMMING METHODOLOGY LAB
External Marks: 20 L T P
Internal Marks: 30 - - 3
Total Marks: 50
Algorithm development in all areas of data structures covered in the course. Emphasis
should be given on the following matters. Development of recursive as well as non
recursive a algorithms involving linked list trees and graphs. Use of pointers for dynamic
allocations of storage. Development of classes for some of the data structures using the
concept of abstract data types.
CS- 217 Lab-I (Digital Circuit and Logic Design)
External Marks: 20 L T P
Internal Marks: 30 - - 2
Total Marks: 50
1. Verification of the truth tables of TTL gates, e.g., 7400, 7402,7404, 7408,
7432, 7486.
2. Design, fabrication and testing of low frequency TTL clocks using NAND
gates.
3. Verification of the truth table of the Multiplexer 74150.
4. Verification of the truth table of the De-Multiplexer 74154.
5. Design and verification of the truth tables of half adder and full adder circuits
using gates 7483.
6. (a)Design and test of an SR flip flop using Nor/Nand gates.
(b)Verify the truth table of a J-K flip flop.(7476)
(c)Verify the truth table of a D-flip flop (7474) and study its operation in the
toggle and asynchronous modes.
7. (a) To study the operation of 2 bit and 4 bit asynchronous counters.
(b) To study the operation of 2 bit and 4 bit synchronous counters.
8. To study the operation of 2 bit and 4 bit Johnson counters.
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CS- 219 Lab-II (Programming Languages)
External Marks: 20 L T P
Internal Marks: 30 - - 3
Total Marks: 50
PROGRAMMING LANGUAGES LAB
Students should be asked to write programs in C & C++ using different statements ,
Libraries and Functions , Designing Unique Manipulators etc.
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FOURTH SEMESTER
CS – 202 OPERATING SYSTEM
External Marks: 60 L T P
Internal Marks: 40 3 1 -
Total Marks: 100
PREREQUISITES:
Computer Systems programming and Data Structures.
OBJECTIVES:
Understand the overall architecture of the operating system and its main components,
Functions of Kernel, file system architecture and implementation, concurrent
programming and concurrency .
COURSE CONTENTS:
Introduction to Operating system, computer system structure , operating system structure,
process management, CPU scheduling , process synchronization, deadlocks[35%]
Memory management paging and segmentation virtual memories[20%]
I./O system and secondary storage structure [10%]
Protection and security [10%]
Introduction to multiprocessor and distributed operating systems. [20%]
Case Studies: LINUX , UNIX Operating System with SOLARIS and SCO-UNIX [15%]
TEXT BOOKS
1. A Silberschatz and Peter B. Calvin, " Operating System Concepts" Addison
Wesley Publishing Company
2. Dhamdhere, " Systems Programming & Operating Systems Tata McGraw Hill
REFERENCES
1. Operating System by Madnick Donovan
2. Operating System by Stallings
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CS-204 MATHEMATICS - III
External Marks: 60 L T P
Internal Marks: 40 3 1 -
Total Marks: 100
PREREQUISITES: Calculus of two variables and exposure to mathematics-I and
Mathematics - II.
OBJECTIVES:
To teach Engineering Mathematics to the students.
COURSE CONTENTS:
Review of the prerequisites such as limits of sequences and functions. Continuity,
uniform continuity and differentiability. Rolls theorem, mean value theorems and
Taylor's theorem. Newton method for approximate solution Riemann integral and the
fundamental theorem of integral calculus. Approximate integration. Applications to
length area, volume, surface area of revolution, Moments, centers of Mass and Gravity.
Repeated and multiple integrals with applications to volume, surface area, moments of
inertia etc. Analytic functions, Cauchy-Riemann equations, Laplace equation, elementary
functions, Cauchy's integral theorem(Proof by using Greens theorem), Cauchy's integral
formula, Taylor series and Laurent series. [33%
Residues and applications to evaluating real improper integrals and inverse Laplace
transforms. Conformal mapping, linear fractional transformations. [17%]
Boundary value problems involving partial differential equations such as wave equation,
heat equation, Laplace equations . Solutions by the method of separation of variables and
by Fourier and Laplace transforms. [33%]
Numerical Methods for ODEs and PDEs. [17%]
TEXTS /REFERENCE :
E.Kreyszig, Advanced Engineering Mathematics, 5th Edition, Wiley Enstern 1985.
P.E.Danko, A.G.Popov, T.Y.A Kaznevnikova, Higher Mathematics in Problems and
Exercises, Part 2, Mir Publishers, 1983.
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CS-206 DATA COMMUNICATION
External Marks: 60 L T P
Internal Marks: 40 3 1 -
Total Marks: 100
PREREQUISTES: None
OBJECTIVES:
This course provides knowledge about various types of Network, Network Topologies ,
protocols .
COURSE CONTENTS:
Introduction: Uses of Computer Networks, Network Hardware, Network Software,
seven-layer OSI architecture of ISO, concepts of layer protocols and layer interfaces,
TCP/IP reference model, comparison of OSI &TCP/IP reference models[20%]
Physical Layer: Transmission media , telephone system (structure, trunks , multiplexing
and switching), wireless transmission , [15%]
Data Link Layer: Design Issues, Error detection and correction , elementary data link
protocols , sliding window protocols.[20%]
Medium Access Sub layer: The channel allocation , IEEE standards 802 for LAN &
MAN.
Network Layer: Design issues , routing algorithms, Congestion control Algorithims, IP
protocol , IP addresses, Sub nets.[15%]
Transport Layer: Treansport Services, Elements of Transport protocols, TCP service
Model , protocol, Header.[10%]
Application Layer: Network security , DNS . E-mail , world wide web,
multimedia.[10%]
TEXT BOOKS
1.Computer Networks by Andrew S. Tanenbaum, Prentice Hall of India
REFERENCES
1. Data Communication by Stallings
2. Data Communication by Miller
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CS-208 MICROPROCESSORS AND ASSEMBLY LANGUAGE
PROGRAMMING
External Marks: 60 L T P
Internal Marks: 40 3 1 -
Total Marks: 100
PREREQUISITES : Digital Circuits and Logic Design
OBJECTIVES: The course is intended to give students good understanding of
internal architectural details and functioning of microprocessors .
COURSE CONTENTS:
1.Microprocessor Architecture(20%)
Basic Computer Architecture using 8085 MP I/O, Memory & System buses
,Instruction execution sequence & Data Flow, Instruction cycle Concept of
address,Bus, Data Bus Data & Control Bus
Synchronous & Asynchronous buses.
2. I/O memory interface(20%)
Programmable , interrupted initiated ,DMA transfer serial & Parallel
interface,Detail study of 8251 I/O Processor.
3. Instruction set & Assembly Languages Programming (30%)
Introduction, instruction & data formats, addressing modes, status flags, all 8085
instructions, Data transfer groups, Arthimetic group, Logical group, Branch Group.
4. Microprocessor Development System(MDS)(10%)
PROM Programming ,Emilator, ROM Simulation introduction to up kits, Study of 8051,
Csingle chip microcomputer.
5.Case structure & Microprocessor application(15%)
Up application interfacing a matrix keyboard 7- segment led display
Study of trafic light system stepper motor interface
6. Basic arcitect (5%)
Introduction to 8086, motorola 68000
TEXT BOOKS:
1. 8085 Microprocessor by Ramesh Gaonkar,
2. Microprocessor by B.Ram
REFERENCES:
1. Daniel Tabak, Advanced Microprocessors, McGraw- Hill, Inc., Second Edition
1995.
2. Douglas V. Hall, Microprocessors and Interfacing: Programming and Hardware,
Tata McGraw Hill Edition, 1986.
3. Charles M.Gilmore, Microprocessors: principles and Applications, McGraw Hill
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CS - 210 SYSTEM PROGRAMMING
External Marks: 60 L T P
Internal Marks: 40 3 1 -
Total Marks: 100
PREREQUISITES: One high level procedural language, knowledge to assembly
language and knowledge of data structures and computer organization.
OBJECTIVES: This course provides knowledge to design various system programs.
COURSE CONTENTS:
Editors [5%]
1. Line editor, Full screen editor and multi window editor.
2. Case study MS-Word, DOS Editor and vi editor.
Assemblers [20%]
1. First pass and second pass of assembler and their algorithms.
2. Assemblers for CISC Machines: case study x85 & x86 machines.
Compilers [30%]
1. Introduction to various translators.
2. Various phases of compiler.
3. Introduction to Grammars and finite automata.
4. Bootstrapping for compilers.
5. Lexical Analysis and syntax analysis.
6. Intermediate Code Generation.
7. Code optimization techniques.
8. Code generation
9. Case study :LEXX and YACC.
10. Design of a compiler in C++ as Prototype.
Debuggers[5%]
1. Introduction to various debugging techniques.
2. Case study :- Debugging in Turbo C++ IDE.
Linkers and Loaders [10%]
1. Concept of linking.
2. Case study of Linker in x86 machines.
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3. Loading of various loading schemes.
Operating System[30%]
1. Booting techniques and sub-routines.
2. Design of kernel and various management for OS.
3. Design of Shell and other utilities.
TEXT BOOKS:
1. Donovan J.J., Systems Programming , New York, Mc-Graw Hill, 1972.
2. Dhamdhere, D.M., Introduction to Systems Software, Tata Mc-Graw Hill
1996.
REFERENCES:
1.Aho A.V. and J.D. Ullman Principles of compiler Design Addison Wesley/ Narosa
1985.
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CS - 212 SOFTWARE LAB – III (Operating System )
External Marks: 20 L T P
Internal Marks: 30 - - 2
Total Marks: 50
1. Study and Implementation of various commands :
Ls, man, pwd, cd, cat, mkdir, rmdir, chmod, cp, rm, mv, file, wc, cmp, cal, who,
wild cards.
2. Implementation of shell programming with various control statements and loops.
CS - 214 HARDWARE LAB – II ( Data Communication )
External Marks: 20 L T P
Internal Marks: 30 - - 2
Total Marks: 50
1. Familiarization with Computer Hardware
2. Introduction with Network Computing
3. Client Server Architecture
Peer to Peer Networking
Hybrid Networking
Direct Cable Connection
4. Study of LAN (Its installation)its Components and its Topologies.
5. Familiarization with transmission media viz. coaxial cable, twisted pairs, optical
fibre networking, wireless networking, connectors etc.
6. Configuring Network Neighborhood.
7. Implementation of Protocols and their configuration..
8. Sharing of resources with two connected nodes.
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CS - 216 HARDWARE LAB - III
(Microprocessor and Assembly Language Programming)
External Marks: 20 L T P
Internal Marks: 30 - - 2
Total Marks: 50
1.Introduction to 8085 kit.
2. Addition of 2-8 bit number, sum 8- bit
3. Addition of 2-8 bit number, sum 16- bit
4. Subtraction of 2-8 bit number.
5 a) Find 1s complement of 8 bit number.
b) Find 1s complement of 16 bit number.
6. a) Find 2s complement of 8 bit number.
b) Find 2s complement of 16 bit number.
7. a) Shift an 8 -bit no. by one bit.
b) Shift an 16 -bit no. by one bit.
8. Find Largest ot two 8 bit numbers.
9. Find Largest among an array of ten numbers(8-bit).
10. Sum of series of 8 bit numbers.
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CS - 218 SOFTWARE LAB - IV (SP)
External Marks: 20 L T P
Internal Marks: 30 - - 4
Total Marks: 50
Development of an integrated assembler macro processor direct linking loader module
for a subject of assembly language and macro instructions of typical machine.
Study of direct linking loader module for a subset of assembly language and macro
instructions of a typical machine. Software lab on I/O Programming, e.g. interfacing
some device to a Intel 8085 microprocessor based systems through serial and parallel
ports. Software lab for development of some features of editors Software lab for lexical
analyzing using LEX/YACC, if available .
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CS - 301 SYSTEM ANALYSIS AND DESIGN
External Marks: 60 L T P
Internal Marks: 40 3 1 -
Total Marks: 100
PREREQUISTES: None
OBJECTIVES:
The course has been designed to provide a solid foundation of systems principles and an
understanding of how business function, while heightening students to the issues analysts
face daily.
COURSE CONTENTS:
1.Introduction [L-2]
System definition and concepts: Characteristics and types of system, Manual and
automated systems
Real-life Business sub-systems: Production, Marketing, Personal, Material, Finance
Systems models types of models: Systems environment and boundaries, Realtime
and distributed systems, Basic principles of successful systems
2. Systems analyst [L-1]
Role and need of systems analyst ,Qualifications and responsibilities ,Systems
Analyst as and agent of change,
3. System Development cycle [L-3]
Introduction to systems development life cycle (SDLC) :
Various phases of development :Analysis, Design, Development,
Implementation, Maintenance
Systems documentation considerations: Principles of systems documentation ,
Types of documentation and their importance,Enforcing documentation discipline
in an organization .
4. System Planning [L-5]
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Data and fact gathering techniques: Interviews, Group communication,
Presentations, Site visits.
Feasibility study and its importance
Types of feasibility reports
System
Selection plan and proposal
Prototyping
Cost-Benefit and analysis: Tools and techniques
5. Systems Design and modeling [L-8]
Process modeling, Logical and physical design, Design representation, Systems
flowcharts and structured charts , Data flow diagrams , Common diagramming
conventions and guidelines using DFD and ERD diagrams. Data Modeling and
systems analysis , Designing the internals: Program and Process design
,Designing Distributed Systems .
6. Input and Output [L-2]
Classification of forms: Input/output forms design, User-interface design, Graphical
interfaces
7. Modular and structured design [L-5]
Module specifications ,Module coupling and cohesion , Top-down and bottom-up
design .
8. System Implementation and Maintenance [L-2]
Planning considerations, Conversion methods, producers and controls, System
acceptance Criteria, System evaluation and performance, Testing and validation,
Systems qualify Control and assurance, Maintenance activities and issues.
9. System Audit and Security [L-2]
Computer system as an expensive resource: Data and Strong media
Procedures and norms for utilization of computer equipment, Audit of computer system
usage, Audit trails,
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Types of threats to computer system and control measures: Threat to computer
system and control measures, Disaster recovery and contingency planning
10. Object Oriented Analysis and design [L-6]
Introduction to Object Oriented Analysis and design life cycle, object modeling: Class
Diagrams, Dynamic modeling: state diagram, Dynamic modeling:
sequence diagramming.
11. Case study of the following systems [L-5]
(I) Inventory Control
(II) Railway Reservation System
(III) University Management System
(IV) Hospital management System
TEXTS BOOKS
1. System analysis and design - Elias M.Awad.
REFERENCES
1. System analysis and design –Perry Edwards
2. Analysis and design of information systems – James A.Senn
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CS-303 COMPUTER NETWORKS
External Marks: 60 L T P
Internal Marks: 40 3 1 -
Total Marks: 100
I) INTRODUCTION:
Basic concepts of analog and digital signals, data transmission concepts, Analog
and digital data transmission, transmission impairments.
(L-6)
II) TRANSMISSION MEDIA:
Guided and Un-guided media, Performance, Shannon Capacity. Media
Computerisation.
(L-5)
III) ENCODING AND MODULATING :
Digital-to-Digital conversion, Analog and digital conversion, Digital to Analog
conversion, Analog to Analog conversion.
(L-6)
IV) DIGITAL DATA COMMUNICATION:
Digital data transmission, DTE – DCE Interface, EIA-449, EIA-530, X.21,
Modems, Cable Modems.
(L-6)
V) MULTIPLEXING AND SWITCHING:
FDM, WDM, TDM, Multiplexing application – telephone systems, DSL, Par
Circuit switching Packet Switching & Message switching virtual circuits.
(L-6)
VI) SPREAD SPECTRUM:
Concept, Frequency hoping spread spectrum, direct sequence spread spectrum,
code-division Multiple Access.
(L-4)
VII) ERROR DETECTION AND CORRECTION:
Types of Errors, Detection, VRC, LRC, CRC, Checksum, Error Correction.
(L-4)
VIII) PROTOCOL ARCHITECTURE:
Protocols, standards, ……… OSI, TCP/IP Protocol Architecture.
(L-5)
Text Books :
1. “Data Communications and Networking” – Behrouz A Ferouzan – 2nd
Edition, TATA McGraw Hill.
2. “Data and Computer Communication” – William Stallings – 7th Edition,
Pearson Education.
References:
1. “Data Communication and Distributed Networks” – Ulylers D Black – 3rd
Edition PHI.
2. “Computer Networks” – Andrew S. Tanenbaum, PHI
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CS– 305 DATABASE MANAGEMENT SYSTEMS
External Marks: 60 L T P
Internal Marks: 40 3 1 -
Total Marks: 100
PREREQUISITES: Data Structure
OBJECTIVES : To learn how to use a DBMS and how to build a DBMS.
COURSE CONTENTS:
Part – 1 Basic Concepts
Databases And Database Users: -
Introduction, Characteristics of Database Approach, Advantages And Disadvantages of
Using DBMS. (L-2)
Database System Concepts And Architecture:-
Data Models, Schemas And Instances, DBMS Architecture And Data Independence,
Database Language And Interfaces, Classification of Database Management Systems.
(L-3)
Data Modeling Using The Entity Relationship Model:-
Entity Types, Entity Sets, Attributes And Keys, Relationships, Relationship Types, Roles,
And Structural Constrains, Weak Entity Types, ER Diagrams, Naming Conventions And
Design Issues. (L-4)
Part – 2 Relational Model, Language And Systems
The Relational Data Model, Relational Constrains, The Relational Algebra and
Relational Calculus:-
Relational Model Concepts, Relational Constraints And Relational Database Schema,
Update Operations And Dealing With Constraint Violations, Basic Relational Algebra
Operations, Example of Queries in Relational Algebra, The Tupple Relational Calculus,
The Domain Relational Calculus. (L-6)
SQL Relational Database Standard:-
Basic queries in SQL, More Complex SQL Queries, Insert, Delete and Update Statements
in SQL, Views in SQL, Additional Features of SQL. (L-6)
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Part – 3 Database Design Theory and Methodology
Functional Dependencies and Normalization for Relational Databases:-
Informal Design Guidelines for Relation Schemas, Functional Dependencies, Normal
Forms Based on Primary Keys, General Definitions of Second and Third Normal Forms.
(L-4)
Part – 4 System Implementation Techniques
Transaction Processing Concepts:-
Introduction to Transaction Processing, Transaction and System Concepts, Desirable
Properties of Transactions, Schedules and Recoverability, Serializability of Schedules.
(L-3)
Concurrency Control Techniques:-
Locking Techniques for Concurrency Control, Concurrency Control Based on Timestamp
Ordering, Validation Concurrency Control Techniques, Granularity of Data Items and
Multiple Granularity Locking. (L-3)
Database Recovery Techniques:-
Recovery Concepts, Recovery Techniques Based on Deferred Update, Recovery
Techniques Based on Immediate Update, Shadow Paging. (L-4)
Database Security and Authorization:-
Introduction to Database Security Issues, Discretionary Access Control Based on
Granting/Revoking of Privileges, Introduction to Statistical Database Security. (L-
3)
Text Books :
1. Fundamentals of Database Systems, Third Edition, by Elmasri/Navathe
2. Korth and Silberschatz Abraham, Database Concepts, McGraw Hall,1991
3. An introduction to Database Systems by C.J.Date.
References :
1. An introduction to Database Systems by Bipin C. Desai.
2. SQL,PL/SQL ,The programming language of oracle, Ivan Bayross BPB
Publication.
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CS - 307 DESIGN AND ANALYSIS OF ALGORITHMS
External Marks: 60 L T P
Internal Marks: 40 3 1 -
Total Marks: 100
PREREQUISITES: Discrete Structures and Data Structures.
OBJECTIVES:
Date Structures are an integral part of algorithm design and Discrete Structures covers
topics like graph theory.
COURSE CONTENTS:
Models of computation. Algorithm analysis, order arithmetic, time and space
complexities and average and worst case analysis, lower bounds. [L-8]
Algorithm design techniques: divide and conquer, search and traversals. Dynamic
programming. Backtracking. Branch and bound. [L-16]
Sorting and searching algorithms, combinatorial algorithms, string processing algorithms.
Algebraic algorithms, set algorithms. Hard problems and approximation algorithms. [L-
12]
Problem classes P, NP, NP-hard and NP-complete, deterministic and non deterministic
polynomial time algorithms., Approximation algorithms for some NP-complete
problems.
[L-6]
TEXT BOOKS
1.V. Aho, J.E.Hopcroft, J.D. Ullman, design and Analysis of Algorithms, Addison
Wesley, 1976.
2.Horowitz, S. Sahni, Fundamentals of Computer Algorithms, Galgotia Publishers, 1984.
REFERENCES:
1. D.E.Knuth, The Art of Computer Programming, Vols. 1 and 3, Addison Wesley,
1968,1975.
2. K.Mehlhorn, Data Structures and Algorithms, Vols. 1 and 2, Springer Verlag, 1984.
3. Purdom, Jr.and C. A. Brown, The Analyses of Algorithms, Holt Rinechart and
Winston, 1985.
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CS - 309 COMPUTER GRAPHICS
External Marks: 60 L T P
Internal Marks: 40 3 1 -
Total Marks: 100
PREREQUISITES: Data Structures and Algorithms.
OBJECTIVES:
Understanding the fundamental graphical operations and the implementation on
computer, Get a glimpse of recent advances in computer graphics, Understanding user
interface issues that make the computer easy for the novice to use.
COURSE CONTENTS:
Introduction: What is Computer Graphics, Elements of a Graphics, Workstation,
Graphics hardware, I/o devices, Display devices [L-4]
Basic Raster Graphics: Scan conversion [L-4]
Filling [L-2]
Clipping. [L-2]
Geometric Manipulation: Transformations [L-4]
Matrices, Homogeneous Co-ordinates. [L-6]
Elementary 3D Graphics: Plane projections, Vanishing points, Specification of a 3D
view.
[L-6]
Visibility: Image and object precision, z- buffer algorithms, area based algorithms,
floating horizon. [L-6]
Advanced Issues: [L-4]
A. Curves and surfaces: Parametric Representation, Bezier and B-Spline curves.
B. Rendering, raytracing, antialiasing, fractals, Gourard and Phong shading.
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TEXT BOOKS:
1. Computer Graphics (Schaum Series ) by Lipschutz (MC Graw Hill)
2. Hearn and P. Baker. Computer Graphics, Prentice Hall.
3. C.Graphics by Yashwant Kanetkar.
REFERENCES:
1. D.Rogers and J. Adams, Mathematical Elements for Computer Graphics,
McGraw -Hill International Edition.
2. David F. Rogers, Procedural Elements for Computer Graphics, McGraw Hill
Book Company.
3. Alan Watt and Mark Watt, Advanced Animation and Rendering Techniques,
Addison-Wesley.
4. Young, X Window. System Programming, OSF/Motif Edition, Prentice Hall.
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CS-311 COMPUTER PERIPHERALS AND INTERFACES
External Marks: 60 L T P
Internal Marks: 40 3 1 -
Total Marks: 100
PREREQUISITES: Microprocessor and Assembly Language Programming.
OBJECTIVES:
To learn the functional details of various peripheral devices.
COURSE CONTENTS:
SYSTEM RESOURCES: Interrupt, DMA Channel, I/O Port Addresses and resolving
and resolving the conflict of resources. I/O buses- ISA, EISA, Local bus, VESA Local
bus, PCI bus, PCI Express, Accelerated graphics port bus.
(L-10)
IDE & SCSI Interfaces: IDE origin, IDE Interface ATA standards ATA1 to ATA7.
ATA feature, ATA RAID and SCSI RAID, SCSI Cable and pin Connector pin outs SCSI
V/s IDE Advantages and limitation.
(L-4)
Video Hardware : Video display technologies, DVI Digital signals for CRT Monitor,
LCD Panels, Video adapter types, Integrated Video/ Motherboard chipset, Video RAM,
Video driver and multiple Monitor, Graphic accelerators. Advanced 3D Technologies,
TV Tuner and Video Capture upgrades troubleshooting Video Cards and Drivers.
(L-8)
I/O Interfaces: I/O Interfaces from USB and IEEE1394, I/O Interface from serial and
Parallel to IEEE1394 and USB 961, Parallel to SCSI converter. Testing of serial and
parallel port, USB Mouse/ Keyboard Interfaces.
(L-10)
Input/ Output Driver software aspects: Role of device driver DOS and UNIX/ LINUX
device drivers.
(L-4)
Design & Integration of Peripheral devices to a computer system as a Case Study
(L-2)
Future Trends: Detailed Analysis of recent Progress in the Peripheral and Bus systems.
Some aspects of cost Performance analysis while designing the system
(L-2)
Text/ Reference:
1. P. Pal Chandhari , “Computer Organization and design” Prentice Hall of India
Pvt. Ltd, 1994.
2. Del Corso, H.Kirrman, JD Nicond “Microcomputer buses & links” Academic
Press 1986.
3. Douglas V Hall “Microprocessor & Interfacing Programming & H/W” McGraw
Hill International 2nd Edition 1992.
4. Scott Muller, “Upgrading and repairing PC”
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CS– 313 Software Lab – V (DATABASE MANAGEMENT SYSTEMS)
External Marks: 20 L T P
Internal Marks: 30 - - 4
Total Marks: 50
1. Introduction to DBMS.
2. To implement different types of DDL, DML and DCL statements in SQL.
3. To use constraints on the created database.
4. To explore ‘select’ clause using where, order by, between, like, group by, having
etc.
5. To implement different in-built functions on the created database.
6. To implement nested and correlated queries.
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CS - 315 HARDWARE LAB – IV
Computer Networks
External Marks: 20 L T P
Internal Marks: 30 - - 2
Total Marks: 50
1. Conversion of Analog to digital signals.
2. Conversion of digital to analog signals.
3. Conversion of Analog to Analog signals.
4. Conversion of digital to digital signals.
5. Implementation of multiplexers.
6. To study FDM modulation techniques.
7. To study TDM modulation techniques
8. To study WDM modulation techniques
9. To study various transmission media like twisted pairs, co-axial
cables,optical fibers etc.
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CS - 317 SOFTWARE LAB – VI
(Algorithms)
External Marks: 20 L T P
Internal Marks: 30 - - 2
Total Marks: 50
Experiments to plot growth of functions. Implementing heuristics and comparison with
algorithms designed with asymptotic complexity in Comparison of various data structures
for the same algorithm. Experiments with software packages like LEDA.
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CS - 319 SOFTWARE LAB – VII
(Computer Graphics)
External Marks: 20 L T P
Internal Marks: 30 - - 2
Total Marks: 50
Do two line segments intersect.
Compute the convex hull of a set of planar points.
Sean convert line segments.
Clip line segments against windows.
Fill polygon with stipple patterns.
Use Phigs to show objects in various views.
The truncated cube of Module 3 employed here.
Display the view volume.
Show a unit cube in perspective.
Implement the de Casteljau algorithm for curves.
Demonstrate the properties of the Bezier curves Run a sample session on Microsoft
Windows including the use of Paintbrush.
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CS-302 RELATIONAL DATA BASE MANAGEMENT SYSTEMS – II
(RDBMS-II)
External Marks: 60 L T P
Internal Marks: 40 3 1 -
Total Marks: 100
PREREQUITIES: RDBMS-I
OBJECTIVES:
To learn how to use a RDBMS and how to build a RDBMS.
COURSE CONTENTS:
Data base system architecture, data independence, storage structures, data representation,
indexing, relational data structure, relations, attributes, keys, embedded SQL, Relational
Algebra, Query by example, relational calculus, normalization & normal forms,
functional dependence, over view of security, integrity, recovery, backup, etc. [25 % ]
SQL, Transact-SQL, PL SQL, SQL *PLUS, Managing Database and Queries: Creating,
defining and modifying Table structure, Transact-SQL PLUS and substitution of
variables. [35%]
Introduction to SQL Server and Oracle Server [5%]
Indexes [5%]
Views [5%]
Packages [5%]
Triggers And Stored Procedures [10%]
Cursors [5%]
Control structure [5%]
Text Books:
1.Korth and Silberschatz Abraham, Database System Concepts, McGraw Hall, 1991.
2. An Introduction to Database Systems, Vol.-1,C.J.Date (Addison Wesley)
References:
1. Ramez Elmasri and Shamkant B. Navathe Fundamentals of Database System, The
Benjamin / Cummings Publishing Co., 2nd Edition, 1994.
2 .PL/SQL The Programming Language of ORACLE, Ivan Bayross (BPB Publication)
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CS- 304 INTRODUCTION TO BUSINESS SYSTEMS
External Marks: 60 L T P
Internal Marks: 40 3 1 -
Total Marks: 100
PREREQUISITIES : None
OBJECTIVES:To familiarize students with basics of data processing, COBOL and data
management packages. It also introduces students to basics of Software Engineering.
COURSE CONTENTS:
Introduction to Business System: Data capture, Processing dissemination storage/retrieval
I/O and storage devices terminals printers and disks. [20%]
Principles of Data Processing: Data representation and file management in COBOL
Sequential indexed and relative files, User interfaces, report writer screen management.
[30] %
Data Management Software: Packaged software: Word processors spread sheets, Data
management packages such as DBASE and FOXPRO. [15 %]
Principles of Software Engineering: Software development methodology: System
analysis, DFD, ER Model design concepts software architecture file (table) and process
design issues in system implementation. Enterprise Resource Planning (ERP)
management, Resource Planning (MRP-2) Software like SAP, MARCAN.[ 25 %]
Special topics Introduction to Management Information Systems and Decision Support
Systems. [10 %]
TEXT BOOKS
1) N. L. Sarda, Structured COBOL Programming with Business application, Pitmbar
Publishing Co., First edition 1990.
2) M. K. Roy and D. Ghosh Dastidar, COBOL Programming, Tata McGraw Hill 1985.
3) Foxpro by R.K.Taxali
REFERENCES
1)Computers today by Suresh
2) R.S. Pressman, Software Engineering, McGraw Hill Inc., Third Edition, 1992.
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CS 306 ASYNCHRONOUS TRANSFER MODE
External Marks: 60 L T P
Internal Marks: 40 3 1 -
Total Marks: 100
PREREQUISTES: Data Communications or CN-I
OBJECTIVES: The course provides sufficient knowledge of theoretical and practical
aspects of networks and their applications.
COURSE CONTENTS:
Introduction to ATM, ATM Cable & Transmission, Theory of Operation, Choice of
Payload size [20%]
ATM N/W Basics, ATM Hardware, Switch Models and their comparison [20%]
ATM traffic Management, Conjunction control [25%]
User Control and Management Planes [5%]
ATM and System, Design Consideration [5%]
ATM based Protocol interworking, ATM layer Performance Measurement[15%]
Technological comparison of ATM with others structures [10%]
TEXT BOOKS
1) ATM - Theory and Application by David E. McDysan & Darren L. Spohn, Mc Graw
Hill 1994
REFERENCES
1) IEEE Networks Magazine Sep '92 onwards
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CS-308 SOFTWARE ENGINEERING
External Marks: 60 L T P
Internal Marks: 40 3 1 -
Total Marks: 100
PREREQUISITIES :
Computer fundamentals, Concepts of structures programming, Programming in atleast on
high level language, Elementary data structures, Elementary probability theory, Business
Information system and Database Management System.
OBJECTIVES :
The course should provide an introduction to the fundamentals principles of software
engineering. The present course should seek to equip the student with a repertoire of
principles, tools and techniques and make him/her appreciate that software engineering
is, after all, an exercise in making compromises.
COURSE CONTENTS
Software Engineering Principles: How is software engineering an engineering
discipline, Information system characteristics, software development process models, life
cycle concepts, software phases and deliverables, software development strategies. [15
%]
Technical Development: Structured systems analysis and design requirements
collection and specification, data flow and logical data modeling, cost benefit analysis,
feasibility study, architectural and detailed design, process, data, network, control and
user interface designs, physical data design, dynamic modeling for real-time systems. [15
%]
Software Project Management: principles of software project management
organizational and team structure, project planning, project initiation and project
termination; technical, quality and management plans, project controls, cost estimation
methods-function points and COCOMO, tools. [15 %]
Software Quality Management: quality control, quality assurance, quality standards,
software metrics, verification and validation, testing, quality plans, tools Configuration
Management [15 %]
Software Development Method & CASE: formal, semi-formal and informal methods;
data function, and event-based modeling, some of the popular methodologies such as
Yourdon's SAD, SSADM etc. CASE tools, CASE standards.[20 %]
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Implementation: in 3GL environment, in 4GL environment, in client-server
environments, coding styles. [20 %] Documentation, Software Maintenance [5 %]
TEXT BOOKS:
1) Pressman R. S., Software Engineering: A practitioner's Approach, Third Edition
McGraw Hill, New York, 1987.
2) Jalota,Software Engineering.
3) Sommerville I., Software Engineering, Fourth Edition, Addison - Wesley Pub. Co.,
1992.
REFERENCES:
1) Ghezzi C., Jazayeri M. And Mandrioli D.: Fundamentals of Software Engineering,
Prentice Hall, N. J. 1991
2) Pfleedger S. L., Software Engineering: The Production of Quality software, Second
Edition, Macmillan Publishing Company, 1991.
3) Oehm B. W., A Spiral Model of Software Development and Enhancement, IEEE
Computer, 21.pp 61-72, May 1988.
4) Fairley R., Software Engineering Concepts, McGraw Hill, New York, 1985.
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CS – 310 COMPUTER VISION (ELECTIVE-I)
External Marks: 60 L T P
Internal Marks: 40 3 1 -
Total Marks: 100
PREREQUISITES: Maths, Basic Image Processing Techniques
OBJECTIVES:
To familiarise students with principles, algorithms and systems in Computer Vision with
a view to make them aware of principal applications.
COURSE CONTENTS :
Applications of Computer vision :
a)Machine vision for industrial inspection
b)Machine vision for Robotics and control
c)Image analysis of industrial and medical images Early visual processing, Review of
basic image processing techniques. [10%]
Intermediate Processing: Computational approach to stereopsis, Distance and surface
orientation computation from Disparity, Visual motion computation, apparent motion and
correspondence Problem. [20%]
Architectural issues of intermediate processing, Parallel algorithms, Parallel solutions to
conventional Image algorithms, Pyramidal architecture for vision. Fuzzy logic procedures
in computer vision algorithm, Fuzzy logic procedures in computer vision algorithm,
Fuzzy logic membership function, application in decision making . [20%]
Shape Representation & Recognition: Critical Issues, the 3D model representation, their
derivatives and use, Relation between viewer centred and object centred representation,
Correspondence between Image and Catalogued model. [30%]
Peripheral hardware for computer vision: Imaging devices, frame grabbers, display
devices. [20%]
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TEXTS/REFERENCES:
1)Ballard and C.M.Brown, Computer Vision , Prentice Hall, Englewood Cliffs, 1982
2)Horn, Robot Vision, MIT Press, Combridge, 1986
3)MJB Duff, Intermediate level Image processing, Academic Press, 1986
4)E.R.Davies; Machine vision Theory, Algorithms & Practicalities, Acadmic Press, 1990
5)David Vernon, Machine vision, Academic Press 6)Pratt; Digital Image Processing John
Wiley & Sons, 1978
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CS – 322 SYSTEM HARDWARE DESIGN ( ELECTIVE I )
External Marks: 60 L T P
Internal Marks: 40 3 1 -
Total Marks: 100
PREREQUISITES: Basic Electrical Circuits ( R.L.C. circuit analysis), Basic Electronic
Devices and Circuits ( B.J.I.s MOSFETs, basic logic gates)
OBJECTIVES:
To provide students an exposure to analysis and design techniques used in digital system
hardware design.
COURSE CONTENTS:
CMOS Technology :
Logic levels noise margin power dissipation, supply currents speed, delays. [10%]
Interconnect analysis Power/Ground droop/ bounce coupling analysis Transmission line
effects/cross talk [40%]
power/ground distribution signal distribution Logic Design \ Random logic \
Programmable logic Microcontrollers Memory subsystem design Noise tolerant design
worst case timing thermal issues in design. [40%]
Real life system design examples. [10%]
TEXTS/REFERENCES:
1)James E.Buchanan, " BICMOS-CMOS System Design" McGraw Hill International
Edition 1991.
2)Jame E.Burchnana, " CMOS-TTL System Design" Mc Graw Hill International Edition
1990
3)John P. Hayes. " Digital System Design and Microprocessors" Mc Graw Hill
International Edition 1985.
4)Darryl Lindsay, " Digital PCB design and drafting" Bishop Graphics 1986.
5)Howard W.Johnson & Martin Graham, High Speed Digital Design-A Handbook of
Black Magic, Prentice Hall, PTR Englewood Cliffs, 1993
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CS – 324 REAL TIME SYSTEMS ( ELECTIVE I )
External Marks: 60 L T P
Internal Marks: 40 3 1 -
Total Marks: 100
Introduction: Definition, Issues in Real Time Computing, Structure of a Real Time
System. Task Classes
Characterizing Real Time Systems and Tasks: Introduction, Performance measures
for real time systems: Traditional performance measures, Performability, Cost functions
and hard Deadlines
Task Assignment and Scheduling: Introduction , Classical Uniprocessor scheduling
algorithms: Rate Monotonic, EDF algorithm, Task assignment, Fault tolerant Scheduling
Real Time Databases: Basic definitions, Real time Vs General Purpose databases,
Main Memory databases, concurrency control issues, databases for hard real time
systems
Real Time Communication: Introduction, Archtectural Issues, Protocols: Contention
based protocols,Token based protocols, Deadlines based protocols, Stop and Go
Multihop protocol, The polled bus protocol, Hierarchical round robin protocol.
References:
1. "Real Time Systems"-Liu Pearson Education
2. "Real ?Time Systems"-C. M. Krishna and Kang G. Shin
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CS – 326 OPERATION RESEARCH (ELECTIVE-I)
External Marks: 60 L T P
Internal Marks: 40 3 1 -
Total Marks: 100
PREREQUISITES: Mathematics
OBJECTIVES:
Importance of need to take intelligent decisions is to be emphasized. Using OR major
focus should be on how to model various situations in industries and solve them.
COURSE CONTENTS:
Introduction to OR modeling approach and various real life situations. [5%]
Linear programming problems & Applications, Various components of LP problem
formulation. Solving Linear Programming problem using simultaneous equations and
Graphical Method Simplex method & extensions :
Sensitivity analysis
Duality theory Revised
Simplex Dual Simplex
Transportation and Assignment Problems. [30%]
Network Analysis including PERT-CPM Concepts of network the shortest path minimum
spanning tree problem maximum flow problem minimum cost flow problems The
network simplex method Project planning & control with PERT & CPM [20%]
Integer programming concepts, formulation solution and applications [10%]
Game Theory [10%]
Queuing Theory & Applications [10%]
Linear Goal Programming methods and applications [5%]
Simulation [10%]
TEXT BOOKS:
1. Operation Research by D.S Hira.
2. Operation Research by D.S Sharma.
REFERENCES:
1) F.S Hillier & G.J. Lieberman, Introduction to OR, Mcgraw hill Int. Series 1995
2) A Ravindran, Introduction to OR. John Wiley & Sons, 1993
3) R.Kapoor, Computer Assisted Decision Models, Tata Mcgraw Hill 1991
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CS – 328 LANGUAGE PROCESSORS ( ELECTIVE I )
External Marks: 60 L T P
Internal Marks: 40 3 1 -
Total Marks: 100
PREREQUISITES: Formal Language & Automata Theory, Systems Programming
OBJECTIVES: Understand the influence of programming languages and architectures
on the efficiency of language translation.
COURSE CONTENTS:
Overview of the translation process, Lexical analysis:
Hand coding and automatic generation of lexical analysers. [8%]
Parsing theory: Top down and bottom up parsing algorithms. Automatic generation of
parsers [8%]
Error recovery: Error detection & recovery. Ad-hoc and systematic methods. [18%]
Intermediate code generation: Different intermediate forms. Syntax directed translation
mechanisms and attributed definition [7%] Run time memory management: Static
memory allocation and stack based memory allocation schemes. [17%]
Symbol table management. [8%]
Code generation: machine model, order of evaluation, register allocation and code
selection. [17%]
Code Optimization: Global data flow analysis. A few selected optimizations like
command sub expression removal, loop invariant code motion, strength reduction etc.
[17%]
TEXTS/REFERENCES:
1)Aho, Ravi Sethi, J.D. Ullman, Complilers tools and Techniques, Addison-Wesley,
1987
2)Dhamdhere, Compiler Construction- Principles and Practice Macmillan, India 1981
3)Tremblay J.P. and Sorenson, P.G. the Theory and practice of Compiler writing '
Mcgraw Hill, 1984
4)Waite W.N. and Goos G.Compiler Construction Springer Verlag, 1983.
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CS-330 NATURAL LANGUAGE PROCESSING ( ELECTIVE I )
External Marks: 60 L T P
Internal Marks: 40 3 1 -
Total Marks: 100
PREREQUISITES: Basic course on artificial intelligence, Data Structure & Algorithms.
OBJECTIVES:
Introduction to the methods and techniques of Natural Processing- semantics, pragmatics,
Applications of Natural Language Processing.
COURSE CONTENTS:
Components of natural language processing: lexicography, syntax, semantics,
pragmatics: word level representation of natural languages prosoty & natural languages.
[20 %]
Formal languages and grammars: Shomsky Hierarchy; Left Associative Grammars.
Ambiguous Grammars. Resolution of Ambiguities. [20%]
Semantics knowledge Representation: Semantic Network Logic and inference.
Pragmatics, Graph Models and Optimization. Prolog for natural semantic. [20%]
Computation Linguistics: Recognition and parsing of natural language structures: ATN
& RTN; General techniques of parsing: CKY, Earley & Tomita's Algorithm. [20%]
Application of NLP: Intelligent Work Processors: Machine Translation; User Interfaces;
Man-Machine Interfaces: Natural language Querying Tutoring and Authoring Systems.
Speech Recognition Commercial use of NLP. [20%]
TEXTS BOOKS
1) J.Allen, Natural Language understanding, Benjamin/Cunnings, 1987.
2) G.Gazder, Natual Language processing in Prolog , Addison Wesley, 1989.
REFERENCES:-
1) Mdlj Arbib & Kfaury, Introduction to formal language Theory, Springer Verlag 1988.
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CS 314 HARDWARE LAB - V (ATM)
External Marks: 20 L T P
Internal Marks: 30 0 0 4
Total Marks: 50
Simulation of ATM Switch performance, through put with mixed load conditions.
Implementing Ethernet on various plateform (Windows NT, Window 95, UNIX, Mac OS
Novell Netware)
· Installation of windows NT & Novell Netware
· Comparison of Network traffic
· Handling problems related to congestion using various tools (Net watcher etc.)
· Comparison of utilization of various resources (Processor, memory, hard disk etc.)
· Under different networking loads.
· Familiarization with NDS in Novell.
· Memory Management Techniques in N/W
· Data compression & its Effects on N/W
· Security Aspects of N/W System efficiency
· Creation & maintenance user Accounts
· Permit Spooling
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CS- 316 SOFTWARE LAB - VIII (RDBMS-II)
External Marks: 20 L T P
Internal Marks: 30 - - 4
Total Marks: 50
To run the various queries using commands of SQL.
To write programs using control structures of PL/SQL like
If-else statements.
To write programs using loops of PL/SQL like
For
Do-while
while
Implementation of
Cursors.
Procedures
Packages.
Triggers
CS- 318 SOFTWARE LAB - IX
(S/W ENGINEERING)
External Marks: 20 L T P
Internal Marks: 30 - - 2
Total Marks: 50
Assignments should be provided for the following:
· Use of CASE tools for development of DFD, data dictionary, E-R diagram, Structured
Chart.
· Analysis and design of simple object-oriented as well as real time systems.
· Familiarity with JSP and JSD
· Documentation
· Beta Testing
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CS 320 SOFTWARE LAB - X
(BUSINESS SYSTEM)
External Marks: 20 L T P
Internal Marks: 30 - - 2
Total Marks: 50
· Laboratory exercises covering usage of COBOL for handling indexed sequential and
relative files.
.COBOL screen management report management and report writing facilities.
· Lab Experiments on data management packaged like DBASE, FoxPro.
.Usage of Word processor.
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CS - 312 COMPUTERS AND SOCIETY
(Open Elective)
External Marks: 60 L T P
Internal Marks: 40 3 1 -
Total Marks: 100
PREREQUISITES : RDBMS-I & Computer Networks-I.
OBJECTIVES:
To study the impact of the large scale introduction of computers on the cultural social and
political environment of a country.
To discuss ethical and moral issues of concern to computer scientists and engineers.
COURSE CONTENTS:
A survey of a variety of computer application. [15%]
Impact of introduction of computers and its impact on privacy and security [15%]
Networking of computers and its impact on privacy and security [15%]
Information integrity [10%]
Ethical issues arising out of creation of computer viruses trojan horses etc. [10%]
Intellectual property rights in relation to computer v hardware and software.[15%]
Data banks and their impact on society. [10%]
The role of computer in education. [10%]
TEXTS / REFERENCES:
Weizenbaum, J. Computer Power and Human Reason: from judgement to Calculation.
W. H. Freeman, San Francisco, 1976.
Dunlop, C., Kling , R., (Editors) Computerization and Controversy: Value Conflicts and
Social Choices, Boston Academic Press, 1991
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SIXTH/SEVENTH SEMESTER
Industrial / Institutional Training.
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EIGHTH SEMESTER
CS 402 SYMBOLIC LOGIC & LOGIC PROCESSING
External Marks: 60 L T P
Internal Marks: 40 3 1 -
Total Marks: 100
PREREQUISITIES: Discrete Structures.
OBJECTIVES: Representation of world knowledge using symbolic logic, Deductive
strategies employed in symbolic logic and Programming in Prolog.
COURSE CONTENTS:
Prepositional logic: syntax and semantics: Validity and consequence. Normal forms.
Representing world knowledge using prepositional logic. [15 %]
First order logic: World knowledge representation and the need for quantifiers. Syntax,
semantics validity consequence clause normal from. [20 %]
Introduction to prolog: Syntax of prolog, Structured data representation. Execution
model Introduction to Programming in Prolog, Illustrative examples. [20 %]
The connection between logic and logic programming interpreting logic programs in
terms of Horn clauses Deduction from clause form formulas resolution for prepositional
logic Ground resolution. Unification and first order resolution SLD resolution; the
computation and search rules. SLD trees and interpretation of non-declarative features of
Prolog.[ 20 %]
Advanced prolog features: programming techniques: Structural Induction and
Recursion, Extra Logical features: Cut and Negation Case studies.[ 20 %]
Introduction to Fuzzy logic neural networks [15 %]
TEXT BOOKS
1) Stoll, set Theory and logic, Dover publishers, New York, 1963.
2) Clocksin, W.F. and Mellish, C.S., Programming in Prolog 2nd edition, Springer -
Verlag, 1984
REFERENCES
1) Gries, The Science of Programming, Narosa Publishers, 1985
2) O' Keefe, R., The Craft of Prolog. The MIT Press, 1991.
3) Lloyd, J. W., Foundation of Logic Programming, Springer, 1984.
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CS 404 FORMAL LANGUAGE & AUTOMATA THEORY
External Marks: 60 L T P
Internal Marks: 40 3 1 -
Total Marks: 100
PREREQUISITIES: Data Structure and Programming Methodology
OBJECTIVES: To give the students a knowledge of number of areas in theoretical
computer science and their hierarchical interconnections.
COURSE CONTENTS:
Basic Definitions Operations on Languages: Closure properties of Language Classes.
Context Free languages: The Chomsky Griebach Normal Forms. Linear Grammars and
regular Languages. Regular Expressions Context Sensitive Language; The Kuroda
Normal Form, One sided Context Sensitive Grammars. [35 %]
Unrestricted Languages: Normal form and Derivation Graph, Automata and their
Languages: Finite Pushdown 2-push down Automata and Turing Machines. The
Equivalence of the Automata and the appropriate grammars. The Dyck Language. [25 %]
Syntax Analysis : Ambiguity and the formal power Series, Formal Properties of LL(k)
and LR(k) Grammars. [15 %]
Derivation Languages; Rewriting Systems, Algebraic properties, Canonical Derivations,
Context Sensitivity.[ 15 %]
Cellular Automata : Formal Language aspects, Algebraic Properties Universality &
Complexity Variants. [10 %]
TEXT BOOKS
1) G. E. Reevsz, Introduction to Formal Languages, McGraw Hill 1983
2) M. H. Harrison, Formal Language Theory Addison Wesley 1978.
REFERENCES
1) Wolfman Theory and Applications of Cellular Automata, World Scientists, Singapore,
1986.
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CS 408 PRINCIPLES OF ENGINEERING ECONOMICS & MANAGEMENT
TECHNIQUES
External Marks: 60 L T P
Internal Marks: 40 3 1 -
Total Marks: 100
PREREQUISTES: None
OBJECTIVES : The students should understand cost estimate of projects - Depreciation
Methods, Investment alternative - Human Resource Management Technical for optional
utilization of men, modines material & Money.
COURSE CONTENTS
Cost analysis: Break-even analysis, two and three alternatives, graphical solution. Breakeven
charts, effects of changes in fixed and variable costs. Minimum cost analysis,
economics order quality. Effect of risk and uncertainty on lot size.[ 10 %]
Replacement Studies: Reasons for replacement, factors to be considered in replacement
Studies, discounted cash flow analysis, economic life of a project, challenger and
defender [10 %]
Economic Analysis Of Investment Alternatives : Basic economy study patterns and
their comparison, decision making in selection of alternative by present worth methods,
rate of return method, payout period method and uniform annual cost method, economic
analysis of new projects, effect of taxation on economic studies.[ 10 %]
Cost Estimation : Difference between cost estimation and cost accounting, qualifications
of an estimator. Estimating procedure, Estimate of material cost and labour cost.
Estimation of cost in various manufacturing operations. [10 %]
Depreciation : Types of depreciation and their Methods. [5 %]
Human Resource Management :Introduction to Human Resource Management and its
definition, Functions of Human Resource Management & its relation to other managerial.
Importance of Human Resource in Industry.[ 10 % ]
Procurement And Placement : Need for Human Resource Planning process of Human
Resource Planning, Method of Recruitment, Psychological tests and interviewing,
Meaning and Importance of placement and Induction. [15 %]
Training & Development : Difference between Training and Development, Principles
of Training, Employee Development, Promotion merit V/S seniority performance
appraisal [10 %]
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Job Satisfaction :Job satisfaction and its importance, Motivation Factor affecting
motivation, Introduction of motivation Theory, workers participation, Quality of working
like. [10 %]
Integration & Maintenance: Introduction to Integration and Maintenance. [5 % ]
TEXT BOOKS
1. Drawin B. Flippo Principles of personnel Management (MC Graw Hill)
2. Michael J. Jucius Personnel Management (Richard D. Inwin, Homewood)
3. R.C.Saxena Labour Problems and Social Welfare (K. Math & Co. Meerut)
4. T.N. Bhagooiwal Economics of Labour and Industrial Relations (Sahitya Bhawan
Agra)
5. Engineering Economy : Thuesen Pnentice Hall
REFERENCES
1. A. Minappa and Personnel Managements M.S. Saiyada (Tata Mc Graw Hill)
2. C.B. Mamoria Personnel Management (Himalaya publishing house Bombay)
3. Engg. Economics Analysis Bullinger
4. Introduction to Econometrics : Kliwen Prentice Hall
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CE-216 ENVIRONMENTAL SCIENCE
External Marks: 60 L T P
Internal Marks: 40 3 - -
Total Marks: 100
Unit 1 : The Multidisciplinary nature of environmental studies
Definition, scope and importance
(2 Lectures)
Need for public awareness.
Unit 2 : Natural Resources :
Renewable and non-renewable resources :
Natural resources and associated problems.
a) Forest resources : Use and over-exploitation, deforestation, case studies.
Timber extraction, mining, dams and their effects on forests and tribal
people.
b) Water resources : Use and over-Utilization of surface and ground water,
floods, drought, conflicts and water, dams-benefits and problems.
c) Mineral resources : Use and exploitation, environmental effects of
extracting and using mineral resources, case studies.
d) Food resources : World food problems, changes caused by agriculture and
overgrazing, effects of modern agriculture, fertilizer-pesticide problems,
water logging, salinity, case studies.
e) Energy resources : Growing energy needs, renewable and non renewable
energy sources, use of alternate energy sources. Case studies.
f) Land resources : Land as a resource, land degradation, man induced
landslides, soil erosion and desertification.
· Role of an individual in conservation of natural resources.
· Equitable use of resources for sustainable lifestyles.
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Unit 3 : Ecosystems
· Concept of an ecosystem.
· Structure and function of an ecosystem.
· Producers, consumers and decomposers.
· Energy flow in the ecosystem.
· Ecological succession.
· Food chains, food webs and ecological pyramids.
· Introduction, types, characteristic features, structure and function of the following
ecosystem :-
a. Forest ecosystem
b. Grassland ecosystem
c. Desert ecosystem
d. Aquatic ecosystems (ponds, streams, lakes, rivers, oceans,
estuaries)
(6 lectures)
Unit 4 : Biodiversity and its conservation
· Introduction – Definition : genetic, species and ecosystem diversity.
· Biogeographical classification of India
· Value of biodiversity : consumptive use, productive use, social, ethical, aesthetic
and option values
· Biodiversity at global, National and local levels.
· India as a mega-diversity nation
· Hot-spots of biodiversity.
· Threats to biodiversity : habitat loass, poaching of wildlife, man-wildlife
conflicts.
· Endangered and endemic species of India
· Conservation of biodiversity : In-situ conservation of biodiversity.
Unit 5 : Environmental Pollution
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Definition
· Causes, effects and control measures of :-
a. Air pollution
b. Water pollution
c. Soil pollution
d. Marine pollution
e. Noise pollution
f. Thermal pollution
g. Nuclear hazards
· Solid waste Management : Causes, effects and control measures of urban and
industrial wastes.
· Role of an individual in prevention of pollution.
· Pollution case studies.
· Disaster management : floods, earthquake, cyclone and landslides.
(8 lectures)
Unit 6 : Social Issues and the Environment
· From Unsustainable to Sustainable development
· Urban problems related to energy
· Water conservation, rain water harvesting, watershed management
· Resettlement and rahabilitation of people ; its problems and concerns. Case
studies.
· Environmental ethics : Issues and possible solutions.
· Climate change, global warming, acid rain, ozone layer depletion, nuclear
accidents and holocaust. Case studies.
· Wasteland reclamation.
· Consumerism and waste products.
· Environment Protection Act.
· Air (Preventation and Control of Pollution) Act.
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· Water (Prevention and control of Pollution) Act
· Wildlife Protection Act
· Forest Conservation Act
· Issues involved in enforcement of environmental legislation.
· Public awareness.
(7 lectures)
Unit 7 : Human Population and the Environment
· Population growth, variation among nations.
· Population explosion – Family Welfare Programme.
· Environment and human health.
· Human Rights.
· Value Education.
· HIV / AIDS
· Women and Child Welfare.
· Role of Information Technology in Environment and human health.
· Case Studies.
Unit 8 : Field work
· Visit to a local area to document environmental and river forest grassland hill
mountain.
· Visit to a local polluted site – Urban / Rural / Industrial / Agricultural
· Study of common plants, insects, birds.
· Study of simple ecosystems-pond, river, hill slopes, etc. (Field work Equal to 5
lecture hours)
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CS-410 ORGANISATIONAL STRUCTURES (ELECTIVE - II)
External Marks: 60 L T P
Internal Marks: 40 3 1 -
Total Marks: 100
PREREQUISITIES : None
OBJECTIVES :
The major objectives of the course is to help students acquire an understanding of
organization and the ways in which they are structured. It will also examine the influence
of structure on the behavior of individuals and groups.
COURSE CONTENTS :
Understanding the nature of organizations [5 %]
A systems approach to organizations [10 %]
Explaining predicting Behaviors in Organizations. [5 % ]
The individual in the organizations Organizational structure its dimensions, its influence
[25%]
Taxonomy of organizations. Types of structure [15 %]
Forms of Organizational structure
Product process, functional, territorial and matrix, SBUs. [25 %]
Organizational Theory and Designs [15 %]
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Departmental Elective - II
CS –416 OVERVIEW OF IT MATERIALS.
External Marks: 60 L T P
Internal Marks: 40 3 1 -
Total Marks: 100
PREREQUITIES: Physics and Chemistry
OBJECTIVES : To familiarize with the structures, properties and their inter-relationship
for different materials having electronic and magnetic applications.
COURSE CONTENTS :
Electrical and Thermal Properties of Metals: The electron gas model of an electron in
an electric field., mobility and conductivity, factors affecting the conductivity of
electrical materials, effect of temperature on electrical conductivity of metals,
superconductivity[20 %]
Dielectric Properties of Materials : Polarization of dielectric constant of monatomic
gases, other polarization methods, the internal fields in solids and liquids, the
polarisability catastrophe Frequency dependence of polarisability dielectric losses,
dipolar relaxation, frequency and temperature dependence of dielectric constant of polar
dielectrics, ionic conductivity in insulators, insulating materials, Ferro-electricity, Piezoelectricity[
20 %]
Magnetic Properties of Materials : Classification of magnetic materials; the origin of
permanent magnetic dipoles, diamagnetism, Para magnetism, ferromagnetism,
ferromagnetic domains, the magnetization curve, hystersis loop, magnetostriction
magnetic materials, antiferromagnetism, Ferro-magnetism, magnetic resonance ferrites,
their p0roperties and uses. [20 % ]
Optoelectronic Materials: Photoemission, Photomassive materials and Photocathodes,
Multialkali photocathodes, Electroluminiscence. Electroluminiscence panels, junction
photoemitters, injection losses, gallium arsenide, gallium phosphide and other losing
materials.[15 % ]
Special Electrical and Electronic Materials: Alloys and compounds, Solid solution and
solubility, phase diagram, alloy composition and properties, multi phase materials,
ceramics preparation, Silicate Structure and polymorphism, Properties of ceramics, High
temperature ceramics, Crystalline and amorphous phases, Amorphous and polycrystalline
materials[15 %]
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Engineering plastics : Polymer Structures : Preparation and characterization of plastics,
clastomers and fibres; Application of polymers in electronics and optoelectronic device
technology[10 % ]
TEXT BOOKS
1. V. Rahhavan Material Science and Engg. A first course, Prentice Hall of India, 1988.
2. C.M. Srivastava and C. Srivastava, Science of Enggg. Materials, Wiley Eastern Ltd.,
1987
3. Kenneth M. Ralls and Thomas H. Courtney and John Wulff, Introduction to Materials
Science and Engg. , Wiley Eastern Ltd., 1975.
4. William D. Callister Jr. Materials Science and Engg. - An Introduction, John Wiley
and Sons, Inc. N. Y. 1994.
REFERENCES
1. John Allison Electronic Engineering Materials and Devices, Tata McGraw Hill, 1981.
2. J. Dekker., Electrical Engg. Materials, Prentice Hall of India. D.V.
Morgan and K. Board, an Introdcuction to Semiconductor
Microtechnology John Wiley and Sons Inc. N.Y. 1983.
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Departmental Elective - II
CS- 418 SYSTEM SIMULATION & MODELLING
External Marks: 60 L T P
Internal Marks: 40 3 1 -
Total Marks: 100
PREREQUISITIES : Programming Languages.
OBJECTIVES: The course provides an understanding of the various techniques of
simulation.
COURSE CONTENTS:
Concept of a system, stochastic activities, continuous and discrete system, principals
used in simulation and modeling for various applications. [10%]
Techniques of simulation, Monte Carlo method, type of system simulations, real time
simulation stochastic variables, discrete probability function, generation of random
number, poisson arrival pattern, exponential distribution, service time, normal
distribution, queuing discipline, measures of queues.[30%]
Representation of time, generation of arrival pattern, Discrete simulation languages
queuing and inventory control.[25%]
Discrete simulation languages an overview of use of GPSS as a simulation.[20%]
Inventory control systems for illustration of applications.[15%]
TEXTS BOOKS:
1. Gordon. G., system simulation, 2nd ed. 1989, Prentice Hall of India Pvt. Ltd.
2. Deo, Narsingh, system simulation with digital computers, PHI, New Delhi, 1993.
REFERENCES:
1. K.S. Trivedi, " Probability and statistics with reliability, quening and computer science
application. P.H. is Engluood cliff.
2. Subranranian, K.R.V. and Sundaresan R. Kadayam, System simulation: Introduction to
GPSS, CBS, New Delhi, 1993.
3. W. Feller, "An Introduction to probability theory and its applications," Vol 183, Wiely
Eastern Ltd. ND.
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Departmental Elective - II
CS –420 EMERGING TECHNOLOGIES AND CUREENT IT-TRENDS
External Marks: 60 L T P
Internal Marks: 40 3 1 -
Total Marks: 100
PREREQUISITIES: Computer Networks And RDBMS
OBJECTIVES: To Provide Hands On Experience To The Students On Current It Trends
& Emerging Technologies.
COURSE CONTENTS:
Introduction to DVD technology and its advantages over CD technology. [5 %]
Introduction to SNA Server fundamentals, SNA server network overview, Why SNA
server and its connectivity with PC's [5 %]
Introduction to ISDN Services and alternatives to ISDN technology, Operating System
software for ISDN, Connection of multiple devices to ISDN lines. [10 %]
MAPI and its open architecture, other messaging API's, cross platform API's, advantages
and disadvantages of cross MAPI's, Windows Open Systems Architecture (WOSA). [10
%]
Evaluation of the performance of AS400 & TCP/IP connectivity in an AS400
environment, Integration of IBM mainframes with TCP/IP networks. [15 %]
Distributed computing environment (DCE), DCE services, Remote Procedure Call
(RPC) & DCE security, Cell Directory Services (CDS), Global Directory Services. [10
%]
(GDS), Distributed to proxy server & SQL server, Internet & Online services, Internet
security framework And its overview, Intranet concepts & related term development
toolbox. [10 %]
Introduction to Open Database connectivity (ODBS), Object Linking Embedding [10 %]
Introduction to Telephone Application Programming Interface (TAPI) [10 %]
TEXTS BOOKS:
1. Reference Technical Information Network From Microsoft
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CS-412 GRAPHICAL USER INTERFACE (DE-III)
External Marks: 60 L T P
Internal Marks: 40 3 1 -
Total Marks: 100
PREREQUISITES: None.
OBJECTIVES: The course provides the knowledge about GUI concepts to help the
students for developing projects.
COURSE CONTENTS:
GUI concepts and an introduction to MS Windows.[10%]
Understanding the components of a window [10%]
Hungarian naming and basic data types [15%]
An attempt to code the shortest windows program, Menus. [15%]
GDI-an introduction, Mouse messages, Key Board Messages [10%]
Windows, Edit controls [10%]
Windows within window - The child window, Accessories, Dialog boxes [10%]
Memory Management [10%]
Customized resources, Printing, Bitmaps and Clipboard. [10%]
TEXT BOOKS:
1.Window API Bible by Galgotia Publication.
2.Ben Ezzell with Jim Blaney, NT4/ Windows 95 Developer's Handbook, BPB
Publications, 1997.
REFERENCES:
1. Charies Patzold, Programming Windows '95, Microsoft Press, 1996
2. Richard J. Simson, Windows NT Win32, API Super Bible SAMS,1997
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Departmental Elective - III
CS-422 ADVANCED MOCROPROCESSOR (ELECTIVE III)
External Marks: 60 L T P
Internal Marks: 40 3 1 -
Total Marks: 100
PREREQUISITIES: Computer Architecture and Microprocessors and Interfaces
OBJECTIVES: Having undergone a first course on Microprocessors and Interfaces, this
course provides the student to the Advanced Architectural features of the State of the art
Microprocessors.
COURSE CONTENTS:
Review of 8 bit microprocessors and support components [5 %]
Selected Case Studies of 16/32/64 bit microprocessors and support Contents [20 %]
RISC Architectures and Case Studies: RISC vs CISC [10 %]
Power PC 601 Alpha 21064, Pentium super space, Transputer Architectures and Case
Studies : High Performance Embedded Micro controllers, Case Studies [25 % ]
403 GA Development Systems and support [25 %]
Selected Applications [15 % ]
TEXT BOOKS
1) J.T. Cain, Selected reprints on microprocessors and microcomputers, IEEE Computer
Society Press, 1984
2) M. Rafiquzzaman, Microprocessors & Micro Computers Development systems,
Harper tow 1984
3) M. Rafiquzzaman, Microprocessors & Micro Computers - Based system design,
Universal Book Stall, New Delhi, 1990
4) INMOS Ltd. Transputer Development System, Prentice Hall, 1988
5) INMOS Ltd., Communicating Process Architecture, Prentice Hall 1988.
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6) Wunnava V. Subbarao, 16/32 bit Microprocessors 68000/68010/68020, Software,
Hardware & Design Applications, Macmillan Publishing Company, 1991
REFERENCES:
1) Kenneth Hintz, Daniel Tabak, Microcontrollers : Architetcure, Implementation &
Programming McGraw Hill Inc. 1992.
2) Data Books by Intel, Motorola, etc.
3) Daniel Tabak, Advanced Microprocessors, McGraw Hill Inc. 1995.
4) Andrew M. Veronis, Survey of Advanced Micro Processors, Van Nostrand Reinhold,
1991 MCGraw Hill Inc. 1992.
5) Daniel Tabak, RISC Systems, Johan Wiley & Sons, 1990
6) The Power PC Architecture : A Specification for a New family of RISC Processors,
Edited by Cathy May, Ed Silha, Rick Simpson, Hank Warren, Morgan Kaufmann
Publishers, Inc., San Francisco, California, 2nd Edition (May 1994)
7) Chales M. Gilmore, Microprocessors Principles and Applications, McGraw Hill
International Editions, 2nd Edition, 1995
8) Power PC 403GA Embedded Controller User's Manual
9) Power PC Tools - Development Tools For Power PC Microprocessor (Nov. 1993)
10) Power PC 601 RISC Microprocessor User's Manual - 1993
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Departmental Elective - III
CS-424 EXPERT SYSTEMS
External Marks: 60 L T P
Internal Marks: 40 3 1 -
Total Marks: 100
PREREQUISITIES : Data Structure and Programming, Design & Analysed Algorithm,
Symbolic Logic and Logic Programming.
OBJECTIVES :
The major objectives of this course is to provide students with a view of various models
of expert systems, its design, Implementation methods for Knowledge extraction and
representation, Fuzzy and connectionist systems.
COURSE CONTENTS :
Expert Systems, Definitions types, components, Expert System Development Process [15
% ]
Knowledge Representation Techniques-Logic Frames, Semantic Nets, etc. [15 %]
Domain Exploration Knowledge elicitation. Conceptualization, bathering Formlizations
Methods of Knowledge Acquisition; Interviewing Sensor Data Capturing. [20 % ]
Learning, Planning and Explanation in Expert System: Neural Expert System, Fuzzy
Expert System, Real Time Expert Systems. [30 % ]
Implementation Tools : Prolog, Expert System Shell Expersys, etc. Study of existing
expert systems- TIERES, As Mycin & AM. [20 %]
TEXT BOOKS
1) Patterson, Introduction to AI Expert System, PHI, 1993
2) Jackson, Building Expert System, John-Wiley 1991.
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Departmental Elective - III
CS-426 IMAGE PROCESSING AND PATTERN RECOGNITION (ELECTIVE
III)
External Marks: 60 L T P
Internal Marks: 40 3 1 -
Total Marks: 100
PREREQUISITIES : SINGAL PROCESSING, LINEAR ALGEBRA
OBJECTIVES : This is in an introductory course in Image Processing which will
familiarize the students with the basic concepts and algorithms in image Processing and
Pattern Recognition areas.
COURSE CONTENTS :
Background : Introduction to electronic systems for image transmission and storage,
computer processing and recognition of pictorial data, overview of practical applications.
[5 %]
Fundamentals : Mathematical and perceptual preliminaries, human visual system model,
image signal representation, imaging system specification building image quality, role of
computers, image date formats. [15 % ]
Image processing Techniques : Image enhancement, image restoration, image feature
extraction, image data compression and statistical pattern recognition. [45 %]
Hardware architecture for image processing: Colour image signal representation, colour
system transformations, extension of processing techniques to colour domain. [15 %]
Techniques of colour image processing: Colour image signal representation, colour
system transformations, extension of processing techniques to colour domain. [15 % ]
Applications of Image processing: Picture data archival, machine vision, medical image
processing. [10 % ]
TEXTS BOOKS
1) Pratt, W. K. Digital Image Processing, John Wiley, N. Y. 1978
2) Jain, A.K. fundamentals of Digital Image Processing, Englewood Cliffs, Prentice Hall,
1989
REFERENCES:
1) Rosenfield, A and Kak, A.C., Picture Processing, Academic Press N. Y. 1982
PTU/BOS/CS/101/08-05-2004/BATCH 2004
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Departmental Elective – III
CS-414 GRAPHICAL USER INTERFACE LAB
External Marks: 20 L T P
Internal Marks: 30 - - 2
Total Marks: 50
Practical is based on the theory paper CS-412
Departmental Elective – III
CS-428 ADVANCED MICROPROCESSORS (LAB)
External Marks: 20 L T P
Internal Marks: 30 - - 2
Total Marks: 50
Students are expected to design and implement micro processor based systems for real
life problem and evaluate the performance of various H/W plate forms e.g.
- Traffic light controller
- Data acquisition system
- Stepper motor control
- Electronic weighing machine
- Energy meter / billing systems
- Electronic Telephone call meter / Billing system
- Temperature controller
- Weather monitoring system
- Explosive detector
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Departmental Elective - III
CS-430 EXPERT SYSTEMS LAB
External Marks: 20 L T P
Internal Marks: 30 - - 2
Total Marks: 50
Students are required to develop expert system for various industries/real life problems.
· Medical Diagnosis
· Trouble Shooting of Computer Systems and PCs.
· Electrical Machines
· Chemical Processes
· Structure Analysis
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Departmental Elective - III
CS-414 IMAGE PROCESSING AND PATTERN RECOGNITION
External Marks: 20 L T P
Internal Marks: 30 - - 2
Total Marks: 50
Atleast 10 experiments using suitable interactive tools' (PCs with imaging interface with
atleast 2 exp.) involving independent program development by each student.
Experiments should demonstrate effect of IP algorithms and parameter variation on
processed images qualitatively and quantitatively.
- Morphing
- Color Cutting
- Mixing
- Cloning
- Coloring black and white Image
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CS-416 (Software Lab XIII) SL&LP
External Marks: 20 L T P
Internal Marks: 30 - - 2
Total Marks: 50
1. Study of Propositional Logic
2. Study of First Order Predicate Logic
3. Introduction to prolog programming by a simple prolog program
4. Program to check whether input is alphabet or not
5. Program to find if given nuber is positive or negative.
6. Write a program to check whether a given person is a member of Club
7. Program in prolog showing mapping that is constructing new structure
similar to old one.
8. Program illustrating the use of recursion that is finding sum of first N
integers.
9. Program to find the length of a list using ‘Recursion’ and then using
“recursion and Accumulators’;
10. Program to find the factorial of a number using recursion and
accumulators and cut.
11. Program to calculate average tax illustrating cut-fail combination
usage.
12. Program showing use of cut in Terminating a ‘generate and test’.
Program to play “Tic Tac Toe”
13. Write a program to generate fibonacci series upto the given no.
14. Write a program which accepts any number and checks whether it is
prime or not.
15. To describe some basic predicates that are useful for manipulating
lists.
16. Program for Bubble Sort
17. Program for Insertion Sort
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