Name: Differential Evolution: From Theory to Practice (en Inglés)
Price: 177.52 USD
Availability: InStock
Author: Kumar, B. Vinoth ; Oliva, Diego ; Suganthan, P. N.
ISBN: 9789811680816

portada Differential Evolution: From Theory to Practice (en Inglés)

Differential Evolution: From Theory to Practice (en Inglés)

Formato

Libro Físico

Editorial

Springer

Autor

Kumar, B. Vinoth ; Oliva, Diego ; Suganthan, P. N.

Idioma

Inglés

N° páginas

381

Encuadernación

Tapa Dura

Dimensiones

23.4 x 15.6 x 2.2 cm

Peso

0.73 kg.

ISBN13

9789811680816

Categorías

Matemáticas aplicadas
Ingeniería: general
Inteligencia artificial

Differential Evolution: From Theory to Practice (en Inglés)

Kumar, B. Vinoth ; Oliva, Diego ; Suganthan, P. N. (Autor) · Springer · Tapa Dura

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Reseña del libro "Differential Evolution: From Theory to Practice (en Inglés)"

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.