Download Now [PDF] CS8086 SOFT COMPUTING Lecture Notes, Books, Important 2 Marks Question and Answers, 16 Mark Question with Answers, Syllabus & Question Bank

CS8086 SOFT COMPUTING Lecture Notes, Books, Important 2 Marks Question and Answers, 16 Mark Question with Answers, Syllabus & Question Bank Download Link is Provided Below. You can Download Easily From Studymaterialspdf.com

CS8086 SOFT COMPUTING Lecture Notes Download

Search Tags :

SOFT COMPUTING Lecture Notes Download

SOFT COMPUTING  Important 16 marks question with answers

CS8086 SOFT COMPUTING Important 2 Marks Question with answers

CS8086 SOFT COMPUTING Question bank with answers

CS8086 SOFT COMPUTING Books Download

 

CS8086 SOFT COMPUTING Lecture Notes Download CS8086 SOFT COMPUTING Lecture Notes Download
Department  Computer Science Engineering
Year 4th Year
Semester 8th Semester
University Anna University
Regulation  R2017
Subject Code CS8086
Subject Name SOFT COMPUTING
Download File CS8086 SOFT COMPUTING Lecture Notes, Books, Important 2 Marks Question and Answers, 16 Mark Question with Answers, Syllabus & Question Bank

 

 

CS8086 SOFT COMPUTING Syllabus

UNIT I INTRODUCTION TO SOFT COMPUTING
Introduction-Artificial Intelligence-Artificial Neural Networks-Fuzzy Systems-Genetic Algorithm and Evolutionary Programming-Swarm Intelligent Systems-Classification of ANNs-McCulloch and Pitts Neuron Model-Learning Rules: Hebbian and Delta- Perceptron Network-Adaline Network-Madaline Network.

UNIT II ARTIFICIAL NEURAL NETWORKS
Back propagation Neural Networks – Kohonen Neural Network -Learning Vector Quantization -Hamming Neural Network – Hopfield Neural Network- Bi-directional Associative Memory -Adaptive Resonance Theory Neural Networks- Support Vector Machines – Spike Neuron Models.

UNIT III FUZZY SYSTEMS
Introduction to Fuzzy Logic, Classical Sets and Fuzzy Sets – Classical Relations and Fuzzy Relations -Membership Functions -Defuzzification – Fuzzy Arithmetic and Fuzzy Measures – Fuzzy Rule Base and Approximate Reasoning – Introduction to Fuzzy Decision Making.

UNIT IV GENETIC ALGORITHMS
Basic Concepts- Working Principles -Encoding- Fitness Function – Reproduction – Inheritance Operators – Cross Over – Inversion and Deletion -Mutation Operator – Bit-wise Operators -Convergence of Genetic Algorithm.

UNIT V HYBRID SYSTEMS
Hybrid Systems -Neural Networks, Fuzzy Logic and Genetic -GA Based Weight Determination – LR-Type Fuzzy Numbers – Fuzzy Neuron – Fuzzy BP Architecture – Learning in Fuzzy BP- Inference by Fuzzy BP – Fuzzy ArtMap: A Brief Introduction – Soft Computing Tools – GA in Fuzzy Logic Controller Design – Fuzzy Logic Controller

Keyword Tags for search:

SOFT COMPUTING Lecture Notes Download

SOFT COMPUTING  Important 16 marks question with answers

CS8086 SOFT COMPUTING Important 2 Marks Question with answers

CS8086 SOFT COMPUTING Question bank with answers

CS8086 SOFT COMPUTING Books Download


Download (CS8086 SOFT COMPUTING Lecture Notes, Books, Important 2 Marks Question and Answers, 16 Mark Question with Answers, Syllabus & Question Bank)

CS8086 SOFT COMPUTING – Download (CS8086 SOFT COMPUTING Lecture Notes, Books, Important 2 Marks Question and Answers, 16 Mark Question with Answers, Syllabus & Question Bank)

CS8086 SOFT COMPUTING Lecture Notes Collection

CS8086 SOFT COMPUTING Notes ( UNIT 1 – UNIT 5) – Download

CS8086 SOFT COMPUTING Question Bank With Answers

CS8086 SOFT COMPUTING Question Bank With Answers – Download

Can’t download? Let us know in the comment section.

CS8086 SOFT COMPUTING 2 Mark Question With Answers

CS8086 SOFT COMPUTING 2 Mark Question With Answers  – Download

CS8086 SOFT COMPUTING 16 Mark Question With Answers

CS8086 SOFT COMPUTING 16 Mark Question With Answers  – Download

Author

Write A Comment