Download CS8086 Soft Computing (SC) Books Lecture Notes Syllabus Part A 2 marks with answers CS8086 Soft Computing (SC) Important Part B 13 marks, Direct 16 Mark Questions and Part C 15 marks Questions, PDF Books, Question Bank with answers Key, CS8086 Soft Computing (SC) Syllabus & Anna University CS8086 Soft Computing (SC) Question Papers Collection, Electronics & Communication Engineering Regulation 2017 Study Materials (Notes).

Download link is provided and students can download the Anna University CS8086 Soft Computing (SC) Syllabus Question bank Lecture Notes Part A 2 marks with answers Part B 13 marks and Part C 15 marks Question Bank with an answer, All the materials are listed below for the students to make use of it and score good (maximum) marks with our study materials.

“CS8086 Soft Computing (SC) Notes, Lecture Notes, Previous Years Question Papers”

“CS8086 Soft Computing (SC) Important 13 marks & 15 marks Questions with Answers”

“CS8086 Soft Computing (SC) Important 2 marks & 16 marks Questions with Answers”

“CS8086 Soft Computing (SC) Important Part A & Part B Questions”

“CS8086 Soft Computing (SC) Syllabus, Local Author Books, Question Banks”

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CS8086 Soft Computing (SC) Part A & Part B Important Questions with Answers

Semester	08
Department	Electronics & Communication Engineering (ECE)
Year	Fourth Year (IV Year)
Regulation	2017
Subject Code / Name	CS8086 Soft Computing (SC)
Content	Syllabus, Question Banks, Local Authors Books, Lecture Notes, Important Part A 2 Marks Questions and Important Part B 13 Mark Questions, Direct 16 Mark Questions, Part C 15 Mark Questions, Previous Years Question Papers Collections.
Materials Format	PDF (Free Download)

CS8086 Soft Computing (SC) 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.

Kindly Note: They different collections of CS8086 Soft Computing (SC) Study materials are listed below. Each collection is different from others, Based on the candidate’s (your) knowledge & requirement choose the suitable material for your preparations.

• Regulation 2017 CS8086 Soft Computing (SC) Syllabus – DOWNLOAD

CS8086 Soft Computing (SC) Important Questions

• Important Questions Collection 1 – DOWNLOAD

• Important Questions Collection 2 – DOWNLOAD

CS8086 Soft Computing (SC) Question Papers Collections

• Last 5 Years Anna University Question Papers Collection – DOWNLOAD

 

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