Fevrier Valdez: 3 books

Book cover of New Backpropagation Algorithm with Type-2 Fuzzy Weights for Neural Networks
by Fernando Gaxiola, Patricia Melin, Fevrier Valdez
Language: English
Release Date: June 2, 2016

In this book a neural network learning method with type-2 fuzzy weight adjustment is proposed. The mathematical analysis of the proposed learning method architecture and the adaptation of type-2 fuzzy weights are presented. The proposed method is based on research of recent methods that handle weight...
Book cover of Dynamic Parameter Adaptation for Meta-Heuristic Optimization Algorithms Through Type-2 Fuzzy Logic
by Frumen Olivas, Fevrier Valdez, Oscar Castillo
Language: English
Release Date: March 14, 2018

In this book, a methodology for parameter adaptation in meta-heuristic op-timization methods is proposed. This methodology is based on using met-rics about the population of the meta-heuristic methods, to decide through a fuzzy inference system the best parameter values that were carefully se-lected...
Book cover of A New Bio-inspired Optimization Algorithm Based on the Self-defense Mechanism of Plants in Nature
by Camilo Caraveo, Fevrier Valdez, Oscar Castillo
Language: English
Release Date: December 30, 2018

This book presents a new meta-heuristic algorithm, inspired by the self-defense mechanisms of plants in nature. Numerous published works have demonstrated the various self-defense mechanisms (survival strategies) plants use to protect themselves against predatory organisms, such as herbivorous insects....
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