EVOLVE - A Bridge between Probability, Set Oriented Numerics and Evolutionary Computation VII

Artikelnummer: 978-3-319-84133-5
Einband: Kartonierter Einband (Kt)
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This book comprises nine selected works on numerical and computational methods for solving multiobjective optimization, game theory, and machine learning problems. It provides extended versions of selected papers from various fields of science such as computer science, mathematics and engineering that were presented at EVOLVE 2013 held in July 2013 at Leiden University in the Netherlands. The internationally peer-reviewed papers include original work on important topics in both theory and applications, such as the role of diversity in optimization, statistical approaches to combinatorial optimization, computational game theory, and cell mapping techniques for numerical landscape exploration. Applications focus on aspects including robustness, handling multiple objectives, and complex search spaces in engineering design and computational biology.

This book comprises nine selected works on numerical and computational methods for solving multiobjective optimization, game theory, and machine learning problems. It provides extended versions of selected papers from various fields of science such as computer science, mathematics and engineering that were presented at EVOLVE 2013 held in July 2013 at Leiden University in the Netherlands. The internationally peer-reviewed papers include original work on important topics in both theory and applications, such as the role of diversity in optimization, statistical approaches to combinatorial optimization, computational game theory, and cell mapping techniques for numerical landscape exploration. Applications focus on aspects including robustness, handling multiple objectives, and complex search spaces in engineering design and computational biology.

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VerlagSpringer EN
EinbandKartonierter Einband (Kt)
Erscheinungsjahr2018
Seitenangabe210 S.
AusgabekennzeichenEnglisch
AbbildungenVIII, 210 p. 75 illus., 36 illus. in color., schwarz-weiss Illustrationen, farbige Illustrationen
MasseH23.5 cm x B15.5 cm 3'401 g
CoverlagSpringer (Imprint/Brand)
AuflageSoftcover reprint of the origi
ReiheStudies in Computational Intelligence
AutorEmmerich, Michael (Hrsg.) / Deutz, André (Hrsg.) / Schütze, Oliver (Hrsg.) / Legrand, Pierrick (Hrsg.) / Tantar, Emilia (Hrsg.) / Tantar, Alexandru-Adrian (Hrsg.)

Alle Bände der Reihe "Studies in Computational Intelligence"

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