Evolutionary Algorithms in Intelligent Systems (Hardback or Cased Book)

Milani, Alfredo

ISBN 10: 3039436112 ISBN 13: 9783039436118

Editorial: Mdpi AG 12/7/2020, 2020

Idioma: Ingl�s

Condici�n: Nuevo Encuadernaci�n de tapa dura

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Descripci�n

Evolutionary Algorithms in Intelligent Systems 1.13.

N� de ref. del art�culo BBS-9783039436118

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Detalles bibliogr�ficos

T�tulo

Evolutionary Algorithms in Intelligent Systems (Hardback or Cased Book)

Editor

Mdpi AG 12/7/2020

Fecha de publicaci�n

2020

Idioma

Ingl�s

ISBN 10

3039436112

ISBN 13

9783039436118

Encuadernaci�n

Hardback or Cased Book

Estado

New

Tipo de libro

Book

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Sinopsis

Evolutionary algorithms and metaheuristics are widely used to provide efficient and effective approximate solutions to computationally hard optimization problems. With the widespread use of intelligent systems in recent years, evolutionary algorithms have been applied, beyond classical optimization problems, to AI system parameter optimization and the design of artificial neural networks and feature selection in machine learning systems. This volume will present recent results of applications of the most successful metaheuristics, from differential evolution and particle swarm optimization to artificial neural networks, loT allocation, and multi-objective optimization problems. It will also provide a broad view of the role and the potential of evolutionary algorithms as service components in Al systems.

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