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Differential Evolution: From Theory to Practice

Differential Evolution: From Theory to Practice

by B. Vinoth KumarDiego Oliva and P. N. Suganthan
Paperback
Publication Date: 27/01/2023

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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.
ISBN:
9789811680847
9789811680847
Category:
Artificial intelligence
Format:
Paperback
Publication Date:
27-01-2023
Publisher:
Springer Verlag, Singapore
Country of origin:
Singapore
Pages:
381
Dimensions (mm):
235x155mm
Weight:
0.61kg

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