C++ Neural Networks and Fuzzy Logic: Preface

C++ Neural Networks and Fuzzy Logic

by Valluru B. Rao

MTBooks, IDG Books Worldwide, Inc.

ISBN: 1558515526   Pub Date: 06/01/95

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Example of Encoding

Suppose the two fuzzy sets we use to encode have the fit vectors ( 0.3, 0.7, 0.4, 0.2) and (0.4, 0.3, 0.9). Then

the matrix W is obtained by using max–min composition as follows.

   0.3 [0.4 0.3 0.9] min(0.3,0.4) min(0.3,0.3) min(0.3,0.9) 0.3 0.3 0.3

 W=0.7              =min(0.7,0.4) min(0.7,0.3) min(0.7,0.9)=0.4 0.3 0.7

   0.4               min(0.4,0.4) min(0.4,0.3) min(0.4,0.9) 0.4 0.3 0.4

   0.2               min(0.2,0.4) min(0.2,0.3) min(0.2,0.9) 0.2 0.2 0.2