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A Brief Tutorial on Optimization Problems, Optimization Algorithms, Meta-Heuristics, and Swarm Intelligence

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  • Additional Information
    • Publication Information:
      Springer Science and Business Media Deutschland GmbH
    • Publication Date:
      2023
    • Collection:
      Pamukkale University Repository / Pamukkale Üniversitesi Açık Erişim Arşivi
    • Abstract:
      This chapter provides preliminaries and essential definitions in optimization, meta-heuristics, and swarm intelligence. It starts with different components of optimization problems, formulations, and categories. Conventional and recent optimization algorithms to optimize such problems are then discussed. The chapter is finished by focusing on meta-heuristics and swarm intelligence algorithms as the emerging and most widely used optimization algorithms lately in both science and industry. © 2023, The Author(s), under exclusive license to Springer Nature Switzerland AG.
    • Relation:
      Studies in Computational Intelligence; Kitap Bölümü - Uluslararası; https://hdl.handle.net/11499/47343; 1054; 14
    • Accession Number:
      10.1007/978-3-031-09835-2_1
    • Online Access:
      https://hdl.handle.net/11499/47343
      https://doi.org/10.1007/978-3-031-09835-2_1
    • Rights:
      none
    • Accession Number:
      edsbas.417EF4BE