Into a Deeper Understanding of Evolutionary Computing: Exploration, Exploitation, and Parameter Control : Volume 2 / by Abdul Hanif Abdul Halim, Swagatam Das, Idris Ismail

Von:

Abdul Halim, Abdul Hanif [VerfasserIn]

Mitwirkende(r):

Resource type: Ressourcentyp: Buch (Online)Buch (Online)Sprache: Englisch Reihen: Emergence, Complexity and Computation ; 51Verlag: Cham : Springer Nature Switzerland, 2024Verlag: Cham : Imprint: Springer, 2024Auflage: 1st ed. 2024Beschreibung: 1 Online-Ressource(XVI, 320 p. 94 illus., 12 illus. in color.)ISBN:

9783031755774

Schlagwörter:

006.3 23

DOI: DOI: 10.1007/978-3-031-75577-4Online-Ressourcen:

Zugang im Netz des KIT

Zusammenfassung: Location size and capacity -- Algorithm Parameters Tuning and Control -- Conclusion and Future Prospects.Zusammenfassung: This book delves into fundamental and advanced strategies for enhancing evolutionary and metaheuristic algorithms, focusing on the vital balance between exploration and exploitation search mechanisms. As technological advancements increase optimization complexity, effectively managing this balance becomes crucial for achieving optimal solutions within reasonable computational resources. The book's distinctive structure organizes content according to optimization stages, offering a comprehensive discussion of various approaches supported by extensive literature.PPN: PPN: 1915223202Package identifier: Produktsigel: ZDB-2-SEB | ZDB-2-INR | ZDB-2-SXIT

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