Evolutionary Computation for Dynamic Optimization Problems

Shengxiang YANG (Editor), Xin YAO (Editor)

Research output: Scholarly Books | Reports | Literary WorksBook (Editor)Researchpeer-review

Abstract

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.
Original languageEnglish
Place of PublicationHeidelberg
PublisherSpringer
Number of pages470
ISBN (Electronic)9783642384165
ISBN (Print)9783642384158, 9783642448430
DOIs
Publication statusPublished - 2013
Externally publishedYes

Publication series

NameStudies in Computational Intelligence
PublisherSpringer
Volume490
ISSN (Print)1860-949X
ISSN (Electronic)1860-9503

Fingerprint

Dive into the research topics of 'Evolutionary Computation for Dynamic Optimization Problems'. Together they form a unique fingerprint.
  • Dynamic multi-objective optimization: A survey of the state-of-the-art

    RAQUEL, C. & YAO, X., 2013, Evolutionary Computation for Dynamic Optimization Problems. YANG, S. & YAO, X. (eds.). Springer, p. 85-106 22 p. (Studies in Computational Intelligence; vol. 490).

    Research output: Book Chapters | Papers in Conference ProceedingsBook ChapterResearchpeer-review

    52 Citations (Scopus)
  • Evolutionary computation for dynamic capacitated arc routing problem

    MEI, Y., TANG, K. & YAO, X., 2013, Evolutionary Computation for Dynamic Optimization Problems. YANG, S. & YAO, X. (eds.). Springer, p. 377-401 25 p. (Studies in Computational Intelligence; vol. 490).

    Research output: Book Chapters | Papers in Conference ProceedingsBook ChapterResearchpeer-review

    8 Citations (Scopus)
  • Evolutionary dynamic optimization: Challenges and perspectives

    ROHLFSHAGEN, P. & YAO, X., 2013, Evolutionary Computation for Dynamic Optimization Problems. YANG, S. & YAO, X. (eds.). Springer, p. 65-84 20 p. (Studies in Computational Intelligence; vol. 490).

    Research output: Book Chapters | Papers in Conference ProceedingsBook ChapterResearchpeer-review

    6 Citations (Scopus)

Cite this