Télécharger le livre :  Hybrid Competitive Learning Method Using the Fireworks Algorithm and Artificial Neural Networks
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This book focuses on the fields of neural networks, swarm optimization algorithms, clustering and fuzzy logic.This book describes a hybrid method with three different techniques of intelligence computation: neural networks, optimization algorithms and fuzzy...

Editeur : Springer
Parution : 2023-11-25
Collection : SpringerBriefs in Applied Sciences and Technology
PDF, ePub

52,74
Télécharger le livre :  Mycorrhiza Optimization Algorithm
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This book provides two new optimization algorithms to address real optimization problems. Optimization is a fundamental concept in engineering and science, and its applications are needed in many fields. From designing products and systems to developing algorithms and...

Editeur : Springer
Parution : 2023-10-30
Collection : SpringerBriefs in Applied Sciences and Technology
PDF, ePub

47,46
Télécharger le livre :  General Type-2 Fuzzy Logic in Dynamic Parameter Adaptation for the Harmony Search Algorithm
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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...

Editeur : Springer
Parution : 2020-03-27
Collection : SpringerBriefs in Applied Sciences and Technology
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52,74
Télécharger le livre :  A New Bio-inspired Optimization Algorithm Based on the Self-defense Mechanism of Plants in Nature
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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...

Editeur : Springer
Parution : 2018-12-30
Collection : SpringerBriefs in Applied Sciences and Technology
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52,74
Télécharger le livre :  Dynamic Parameter Adaptation for Meta-Heuristic Optimization Algorithms Through Type-2 Fuzzy Logic
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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...

Editeur : Springer
Parution : 2018-03-14
Collection : SpringerBriefs in Applied Sciences and Technology
PDF, ePub

52,74
Télécharger le livre :  New Backpropagation Algorithm with Type-2 Fuzzy Weights for Neural Networks
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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...

Editeur : Springer
Parution : 2016-06-02
Collection : SpringerBriefs in Applied Sciences and Technology
ePub

52,74