Theory and Principled Methods for the Design of Metaheuristics
Metaheuristics, and evolutionary algorithms in particular, are known to provide efficient, adaptable solutions for many real-world problems, but the often informal way in which they are defined and applied has led to misconceptions, and even successful applications are sometimes the outcome of trial and error. Ideally, theoretical studies should explain when and why metaheuristics work, but the challenge is huge: mathematical analysis requires significant effort even for simple scenarios and real-life problems are usually quite complex. In this book the editors establish a bridge between theory and practice, presenting principled methods tha…
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Produktdetails
Weitere Autoren: Moraglio, Alberto (Hrsg.)
- ISBN: 978-3-662-51955-4
- EAN: 9783662519554
- Produktnummer: 20415816
- Verlag: Springer Berlin Heidelberg
- Sprache: Englisch
- Erscheinungsjahr: 2016
- Seitenangabe: 292 S.
- Masse: H23.5 cm x B15.5 cm x D1.5 cm 446 g
- Auflage: Softcover reprint of the original 1st ed. 2014
- Abbildungen: Paperback
- Gewicht: 446
Über den Autor
Dr. Yossi Borenstein is the head of risk analytics at the company VisualDNA; he previously held a position at the University of Hertfordshire, and he received his PhD from the University of Essex; his research interests include data analysis, information retrieval, stochastic optimization, artificial intelligence, and evolutionary computation. Dr. Alberto Moraglio is a lecturer in the Dept. of Computer Science of the University of Exeter. He previously held positions at the University of Birmingham and the University of Coimbra, and he received his PhD from the University of Essex. His research focus is the theory of evolutionary computation.
2 weitere Werke von Yossi (Hrsg.) Borenstein:
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