Soft Computing Syllabus for MCA 3rd Year 1st Sem R19 Regulation JNTUH (Professional Elective-II)

Soft Computing detailed Syllabus for Master of Computer Applications (MCA), R19 regulation has been taken from the JNTUH official website and presented for the students affiliated to JNTUH course structure. For Course Code, Subject Names, Theory Lectures, Tutorial, Practical/Drawing, Credits, and other information do visit full semester subjects post given below. The Syllabus PDF files can also be downloaded from the universities official website.

For all the other MCA 3rd Year 1st Sem Syllabus for R19 Regulation JNTUH, visit Master of Computer Applications 3rd Year 1st Sem R19 Scheme.

For all the (Professional Elective-II) subjects refer to Professional Elective-II Scheme. The detail syllabus for soft computing is as follows.

Course Objectives:

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Course Outcomes:

1. Comprehend the differences between typical scripting languages and application programming languages. Acquire programming skills using scripting languages.
2. Gain knowledge of the strengths and weakness of Perl, PHP, TCL and Python; and select an appropriate language for solving a given problem
3. Ability to design web pages using advanced features of PHP.

Unit I

AI Problems and Search: AI problems, Techniques, Problem Spaces and Search, Heuristic Search Techniques- Generate and Test, Hill Climbing, Best First Search Problem reduction, Constraint Satisfaction and Means End Analysis. Approaches to Knowledge Representation- Using Predicate Logic and Rules.

Unit II

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Unit III

Introduction to Classical Sets ( crisp Sets)and Fuzzy Sets- operations and Fuzzy sets. Classical Relations -and Fuzzy Relations- Cardinality, Operations, Properties and composition. Tolerance and equivalence relations. Membership functions- Features, Fuzzification, membership value assignments, Defuzzification.

Unit IV

Fuzzy Arithmetic and Fuzzy Measures, Fuzzy Rule Base and Approximate Reasoning Fuzzy Decision making Fuzzy Logic Control Systems. Genetic Algorithm- Introduction and basic operators and terminology.Applications: Optimization of TSP, Internet Search Technique

Unit V

For the complete Syllabus, results, class timetable, and many other features kindly download the iStudy App
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Text Books:

1. Principles of Soft Computing- S N Sivanandam, S N Deepa, Wiley India, 2007
2. Soft Computing and Intelligent System Design -Fakhreddine O Karray, Clarence D Silva,. Pearson Edition, 2004.

Reference Books:

1. Artificial Intelligence and SoftComputing- Behavioural and Cognitive Modelling of the Human Brain- Amit Konar, CRC press, Taylor and Francis Group.
2. Artificial Intelligence – Elaine Rich and Kevin Knight, TMH, 1991, rp2008.
3. Artificial Intelligence – Patric Henry Winston – Third Edition, Pearson Education.
4. A first course in Fuzzy Logic-Hung T Nguyen and Elbert A Walker, CRC. Press Taylor and Francis Group.

For detail Syllabus of all other subjects of 3rd Year 1st Sem Master of Computer Applications, visit MCA 3rd Year 1st Sem Syllabus Subjects.

For all MCA results, visit JNTUH MCA all years, and semester results from direct links.