Handbook of AI-based Metaheuristics

Released on by Anand J. Kulkarni
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  • Handbook of AI-based Metaheuristics Book Detail

  • Author : Anand J. Kulkarni
  • Release Date : 2021-09-01
  • Publisher : CRC Press
  • Genre : Computers
  • Pages : 419
  • ISBN 13 : 1000434249
  • File Size : 16,16 MB
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Handbook of AI-based Metaheuristics by Anand J. Kulkarni PDF Summary

Book Description: At the heart of the optimization domain are mathematical modeling of the problem and the solution methodologies. The problems are becoming larger and with growing complexity. Such problems are becoming cumbersome when handled by traditional optimization methods. This has motivated researchers to resort to artificial intelligence (AI)-based, nature-inspired solution methodologies or algorithms. The Handbook of AI-based Metaheuristics provides a wide-ranging reference to the theoretical and mathematical formulations of metaheuristics, including bio-inspired, swarm-based, socio-cultural, and physics-based methods or algorithms; their testing and validation, along with detailed illustrative solutions and applications; and newly devised metaheuristic algorithms. This will be a valuable reference for researchers in industry and academia, as well as for all Master’s and PhD students working in the metaheuristics and applications domains.

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