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portada Evolutionary Algorithms in Intelligent Systems
Type
Physical Book
Publisher
Language
English
Pages
144
Format
Hardcover
Dimensions
24.4 x 17.0 x 1.4 cm
Weight
0.51 kg.
ISBN13
9783039436118

Evolutionary Algorithms in Intelligent Systems

Milani, Alfredo ; Carpi, Arturo ; Poggioni, Valentina (Author) · Mdpi AG · Hardcover

Evolutionary Algorithms in Intelligent Systems - Milani, Alfredo ; Carpi, Arturo ; Poggioni, Valentina

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Origin: U.S.A. (Import costs included in the price)
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Synopsis "Evolutionary Algorithms in Intelligent Systems"

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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