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Note for Soft Computing - SC By SHIVA PRASAD DAS

Soft Computing - SC
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Silicon Institute of Technology - SIT
11 Topics
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Note for Soft Computing - SC By SHIVA PRASAD DAS

INTRODUCTION TO SOFT COMPUTING - ( 1 - 9 )
MEMBERSHIP FUNCTION AND PARAMETRIZATION - ( 10 - 14 )
CRISP LOGIC - ( 15 - 28 )
FUZZY SETS - ( 29 - 42 )
CRISP RELATIONS - ( 43 - 52 )
FUZZY LOGIC - ( 53 - 69 )
NEURAL NETWORK INTRODUCTION - ( 70 - 85 )
SINGLE LAYER NETWORK - ( 86 - 119 )
MULTILAYER PERCEPTRON & ERROR BACKPROPAGATION ALGOROTHM - ( 120 - 145 )
BASICS OF GENETIC ALGORITHM - ( 146 - 162 )
MULTIVARIATE FUNCTIONS & FUZZY INFERENCE SYSTEMS (GENETIC ALGORITHM) - ( 163 - 173 )

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Shiva Prasad Das

Shiva Prasad Das

Electronics and Communication Engineering at Silicon Institute Of Technology SIT

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Topics ( 11 )

INTRODUCTION TO SOFT COMPUTING 1 MEMBERSHIP FUNCTION AND PARAMETRIZATION 10 CRISP LOGIC 15 FUZZY SETS 29 CRISP RELATIONS 43 FUZZY LOGIC 53 NEURAL NETWORK INTRODUCTION 70 SINGLE LAYER NETWORK 86 MULTILAYER PERCEPTRON & ERROR BACKPROPAGATION ALGOROTHM 120 BASICS OF GENETIC ALGORITHM 146 MULTIVARIATE FUNCTIONS & FUZZY INFERENCE SYSTEMS (GENETIC ALGORITHM) 163

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