Recent Advances in Evolutionary Multi-objective Optimization

Name: Recent Advances in Evolutionary Multi-objective Optimization
Brand: Springer International Publishing AG
SKU: 9783319827094
Price: 99.59 EUR
Availability: InStock

Autor: SLIM BECHIKH

Jazyk:

Väzba: Brožovaná

Vydavateľ: Springer International Publishing AG

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This book covers the most recent advances in the field of evolutionary multiobjective optimization....

Informácie o knihe

Autor

SLIM BECHIKH

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2018

Stránok

179

EAN

9783319827094

ISBN

9783319827094

Enbook ID

19755732

Vydavateľ

Springer International Publishing AG

Hmotnosť

454

Rozmery

155 x 235 x 11

Kompletný popis

This book covers the most recent advances in the field of evolutionary multiobjective optimization. With the aim of drawing the attention of up-and coming scientists towards exciting prospects at the forefront of computational intelligence, the authors have made an effort to ensure that the ideas conveyed herein are accessible to the widest audience. The book begins with a summary of the basic concepts in multi-objective optimization. This is followed by brief discussions on various algorithms that have been proposed over the years for solving such problems, ranging from classical (mathematical) approaches to sophisticated evolutionary ones that are capable of seamlessly tackling practical challenges such as non-convexity, multi-modality, the presence of multiple constraints, etc. Thereafter, some of the key emerging aspects that are likely to shape future research directions in the field are presented. These include: optimization in dynamic environments, multi-objective bilevel programming, handling high dimensionality under many objectives, and evolutionary multitasking. In addition to theory and methodology, this book describes several real-world applications from various domains, which will expose the readers to the versatility of evolutionary multi-objective optimization.

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