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Handbook of AI-based Metaheuristics

Anand J Kulkarni author Patrick Siarry author Anand J Kulkarni editor Patrick Siarry editor

Format:Hardback

Publisher:Taylor & Francis Ltd

Published:2nd Sep '21

Currently unavailable, and unfortunately no date known when it will be back

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Handbook of AI-based Metaheuristics cover

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.

ISBN: 9780367753030

Dimensions: unknown

Weight: 1129g

398 pages