Titlebook: Hybrid Competitive Learning Method Using the Fireworks Algorithm and Artificial Neural Networks; Fevrier Valdez,Juan Barraza,Patricia Meli

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Fevrier Valdez,Juan Barraza,Patricia MelinFocuses on the fields of artificial neural network, swarm optimization algorithms, and clustering problems.Describes a hybrid method with three different techniques of Intelligence Computation.Covers

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Basic Concepts of Neural Networks and Fuzzy Logic,In this chapter, we describe the basic concepts and techniques of computer science, which are crucial to the development of this book.

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Hybrid Method Between Fireworks Algorithm and Competitive Neural Network,The main goal of this book is to develop a hybrid method of competitive learning using Fireworks Algorithm and a Competitive Neural Network.

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Simulation Studies of the Hybrid of Fuzzy Fireworks and Competitive Neural Networks,In this chapter we present results obtained throughout of this book. The results are partitioned by methods, that is to say, firstly, the results of the optimization methods are presented, and secondly, the results of the classification methods with fuzzy classifiers are shown.

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,Conclusions?to the?Hybrid Method Between Fireworks Algorithm and Competitive Neural Network,ection, FWA adaptation (FWAC, FFWAC and F2FWAC) as a method for optimizing the optimal number of clusters based on the number of centroids for clustering problems is presented; and, Type 1 (T1FIS) and Interval Type 2 Fuzzy Inference Systems (IT2FIS) joined a Competitive Neural Network for classification problems, in the second section.

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2191-530X ree different techniques of Intelligence Computation.Covers .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 a

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Book 2023th three different techniques of intelligence computation: neural networks, optimization algorithms and fuzzy logic.??Within the neural network techniques, competitive neural networks (CNNs) are used, for the optimization algorithms technique, we used the fireworks algorithm (FWA), and in the area o