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Evolutionary Computation for Dynamic Optimization Problems: Studies in Computational Intelligence, cartea 490

Editat de Shengxiang Yang, Xin Yao
en Limba Engleză Hardback – 28 mai 2013
This book provides a compilation on the state-of-the-art and recent advances of evolutionary computation for dynamic optimization problems. The motivation for this book arises from the fact that many real-world optimization problems and engineering systems are subject to dynamic environments, where changes occur over time.
Key issues for addressing dynamic optimization problems in evolutionary computation, including fundamentals, algorithm design, theoretical analysis, and real-world applications, are presented. "Evolutionary Computation for Dynamic Optimization Problems" is a valuable reference to scientists, researchers, professionals and students in the field of engineering and science, particularly in the areas of computational intelligence, nature- and bio-inspired computing, and evolutionary computation.
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Specificații

ISBN-13: 9783642384158
ISBN-10: 3642384153
Pagini: 500
Ilustrații: XXVIII, 470 p.
Dimensiuni: 155 x 235 x 32 mm
Greutate: 0.87 kg
Ediția:2013
Editura: Springer Berlin, Heidelberg
Colecția Springer
Seria Studies in Computational Intelligence

Locul publicării:Berlin, Heidelberg, Germany

Public țintă

Research

Cuprins

Part I Fundamentals.- Part II Algorithm Design.- Part III Theoretical Analysis.

Textul de pe ultima copertă

This book provides a compilation on the state-of-the-art and recent advances of evolutionary computation for dynamic optimization problems. The motivation for this book arises from the fact that many real-world optimization problems and engineering systems are subject to dynamic environments, where changes occur over time.
Key issues for addressing dynamic optimization problems in evolutionary computation, including fundamentals, algorithm design, theoretical analysis, and real-world applications, are presented. "Evolutionary Computation for Dynamic Optimization Problems" is a valuable reference to scientists, researchers, professionals and students in the field of engineering and science, particularly in the areas of computational intelligence, nature- and bio-inspired computing, and evolutionary computation.

Caracteristici

Compilation on the state-of-the-art of evolutionary computation for dynamic optimization problems Valuable reference book for the domain of Evolutionary Computation for Dynamic Optimization Problems in particular and Computational Intelligence in general Written by leading experts in the field