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Search results: 4
  • New Backpropagation Algorithm with Type-2 Fuzzy Weights for Neural Networks

    New Backpropagation Algorithm with Type-2 Fuzzy Weights for Neural Networks

    by Patricia Melin • Fernando Gaxiola • Fevrier Valdez

    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 wei... थप

    Language: ENG
    प्रतिलिपि अधिकार 2016
  • A New Bio-inspired Optimization Algorithm Based on the Self-defense Mechanism of Plants in Nature (SpringerBriefs in Applied Sciences and Technology)

    A New Bio-inspired Optimization Algorithm Based on the Self-defense Mechanism of Plants in Nature (SpringerBriefs in Applied Sciences and Technology)

    by Oscar Castillo • Fevrier Valdez • Camilo Caraveo

    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 insec... थप

    Language: ENG
    प्रतिलिपि अधिकार 2019
  • General Type-2 Fuzzy Logic in Dynamic Parameter Adaptation for the Harmony Search Algorithm (SpringerBriefs in Applied Sciences and Technology)

    General Type-2 Fuzzy Logic in Dynamic Parameter Adaptation for the Harmony Search Algorithm (SpringerBriefs in Applied Sciences and Technology)

    by Oscar Castillo • Fevrier Valdez • Cinthia Peraza

    This book focuses on the fields of fuzzy logic and metaheuristic algorithms, particularly the harmony search algorithm and fuzzy control. There are currently several types of metaheuristics used to solve a range of real-world of problems, and these metaheuristics contain parameters that are usually ... थप

    Language: ENG
    प्रतिलिपि अधिकार 2020
  • Dynamic Parameter Adaptation for Meta-Heuristic Optimization Algorithms Through Type-2 Fuzzy Logic (SpringerBriefs in Applied Sciences and Technology)

    Dynamic Parameter Adaptation for Meta-Heuristic Optimization Algorithms Through Type-2 Fuzzy Logic (SpringerBriefs in Applied Sciences and Technology)

    by Oscar Castillo • Patricia Melin • Fevrier Valdez • Frumen Olivas

    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... थप

    Language: ENG
    प्रतिलिपि अधिकार 2018
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