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portada Differential Evolution: From Theory to Practice
Type
Physical Book
Publisher
Author
Language
English
Pages
381
Format
Hardcover
Dimensions
23.4 x 15.6 x 2.2 cm
Weight
0.73 kg.
ISBN13
9789811680816
Categories

Differential Evolution: From Theory to Practice

Kumar, B. Vinoth ; Oliva, Diego ; Suganthan, P. N. (Author) · Springer · Hardcover

Differential Evolution: From Theory to Practice - Kumar, B. Vinoth ; Oliva, Diego ; Suganthan, P. N.

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Synopsis "Differential Evolution: From Theory to Practice"

This book addresses and disseminates state-of-the-art research and development of differential evolution (DE) and its recent advances, such as the development of adaptive, self-adaptive and hybrid techniques. Differential evolution is a population-based meta-heuristic technique for global optimization capable of handling non-differentiable, non-linear and multi-modal objective functions. Many advances have been made recently in differential evolution, from theory to applications. This book comprises contributions which include theoretical developments in DE, performance comparisons of DE, hybrid DE approaches, parallel and distributed DE for multi-objective optimization, software implementations, and real-world applications. The book is useful for researchers, practitioners, and students in disciplines such as optimization, heuristics, operations research and natural computing.

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The binding of this edition is Hardcover.

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