Nature-Inspired Optimizers

Theories, Literature Reviews and Applications

AvSeyedali Mirjalili,Jin Song Dong

Häftad, Engelska, 2020

Del i serien Studies in Computational Intelligence

1 075 kr

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Beskrivning

This book covers the conventional and most recent theories and applications in the area of evolutionary algorithms, swarm intelligence, and meta-heuristics. All in all, the book offers a tutorial on how to design, adapt, and evaluate evolutionary algorithms.

Produktinformation

Utgivningsdatum:2020-10-28
Mått:155 x 235 x 15 mm
Vikt:394 g
Format:Häftad
Språk:Engelska
Serie:Studies in Computational Intelligence
Antal sidor:238
Förlag:Springer Nature Switzerland AG
ISBN:9783030121297

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Innehållsförteckning

Preface.- Chapter 1. Introduction to Nature-inspired Algorithms.- Chapter 2. Ant Colony Optimizer: Theory, Literature Review, and Application in AUV Path Planning.-Chapter 3. Ant Lion Optimizer: Theory, Literature Review, and Application in Multi-layer Perceptron Neural Network.- Chapter 4. Dragonﬂy Algorithm: Theory, Literature Review, and Application in Feature Selection.- Chapter 5. Genetic Algorithm: Theory, Literature Review, and Application in Image Reconstruction etc