Titolo: Evolutionary Algorithms in Intelligent Systems (Hardback or Cased Book)
Editore: Mdpi AG 12/7/2020
Data di pubblicazione: 2020
Lingua: Inglese
ISBN 10: 3039436112
ISBN 13: 9783039436118
Rilegatura: Hardback or Cased Book
Condizione: New
Peso: 1,13 libbre
Tipo di libro: Book

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Riassunto

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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