Evolutionary Computation for Dynamic Optimization Problems

Evolutionary Computation for Dynamic Optimization Problems

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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. qEvolutionary Computation for Dynamic Optimization Problemsq 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.This lack of attention to DCOPs in the continuous domain raises some important research questions: What are the essential characteristics of these types of problems? How well would existing dynamic optimization strategies perform inanbsp;...

Title:Evolutionary Computation for Dynamic Optimization Problems
Author:Shengxiang Yang, Xin Yao
Publisher:Springer - 2013-11-18


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