Evolutionary Computation for Dynamic Optimization Problems

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.

Table des matières

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

Résumé

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.

Détails du produit

• Collaboration: Shengxian Yang (Editeur), Shengxiang Yang (Editeur), Yao (Editeur), Yao (Editeur), Xin Yao (Editeur)
• Edition: Springer, Berlin
• Langues: Anglais
• Format d'édition: Livre de poche
• Sortie: 01.01.2015
• EAN: 9783642448430
• ISBN: 978-3-642-44843-0
• Pages: 470
• Dimensions: 154 mm x 26 mm x 234 mm
• Poids: 750 g
• Illustrations: XXVIII, 470 p.
• Thèmes: Studies in Computational Intelligence; Studies in Computational Intelligence
• Catégories: Sciences naturelles, médecine, informatique, technique > Technique > Général, dictionnaires; C, Artificial Intelligence, engineering, Computational Intelligence, swarm intelligence, Meta-Heuristics