Recent advances in computational optimization : results of the workshop on computational optimization WCO 2020 / / editor, Stefka Fidanova

• Pubblicazione: Cham, Switzerland : , : Springer, , [2022]; ©2022
• Descrizione fisica: 1 online resource (487 pages) : illustrations (some color)
• Disciplina: 519.3
• Soggetto topico: Combinatorial optimization; Computational intelligence
• Persona (resp. second.): FidanovaStefka <1964->
• Sommario/riassunto: This book presents recent advances in computational optimization. Our everyday life is unthinkable without optimization. We try to minimize our effort and to maximize the achieved profit. Many real-world and industrial problems arising in engineering, economics, medicine and other domains can be formulated as optimization tasks. The book is a comprehensive collection of extended contributions from the Workshops on Computational Optimization 2020. The book includes important real problems like modeling of physical processes, workforce planning, parameter settings for controlling different processes, transportation problems, wireless sensor networks, machine scheduling, air pollution modeling, solving multiple integrals and systems of differential equations which describe real processes, solving engineering problems. It shows how to develop algorithms for them based on new intelligent methods like evolutionary computations, ant colony optimization, constrain programming and others. This research demonstrates how some real-world problems arising in engineering, economics and other domains can be formulated as optimization problems.
• Titolo autorizzato: Recent Advances in Computational Optimization
• ISBN: 3-030-82397-0
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910522971503321
• Lo trovi qui: Univ. Federico II
• Serie: Studies in computational intelligence ; ; 986.