Handbook of AI-based Metaheuristics (Advances in Metaheuristics) 1st Edition

ISBN 10: 0367753030 / ISBN 13: 9780367753030

Verlag: CRC Press, 2021

Beschreibung

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Bestandsnummer des Verkäufers 18384686997

Bibliografische Details

• Titel: Handbook of AI-based Metaheuristics (Advances in Metaheuristics) 1st Edition
• Verlag: CRC Press
• Veröffentlichungsdatum: 2021
• Sprache: Englisch
• ISBN-10: 0367753030
• ISBN-13: 9780367753030
• Bindung: Hardcover
• Zustand: New

Über diesen Titel

Inhaltsangabe

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.

Über die Autorin bzw. den Autor

Patrick Siarry is a Professor of Automatics and Informatics at the University of Paris-Est Créteil, where he leads the Image and Signal Processing team in the Laboratoire Images, Signaux et Systèmes Intelligents (LiSSi).

Anand J Kulkarni is Associate Professor at the Symbiosis Center for Research and Innovation, Symbiosis International (Deemed University).