Data-Driven Evolutionary Optimization
Integrating Evolutionary Computation, Machine Learning and Data Science
Intended for researchers and practitioners alike, this book covers carefully selected yet broad topics in optimization, machine learning, and metaheuristics. Written by world-leading academic researchers who are extremely experienced in industrial applications, this self-contained book is the first of its kind that provides comprehensive background knowledge, particularly practical guidelines, and state-of-the-art techniques. New algorithms are carefully explained, further elaborated with pseudocode or flowcharts, and full working source code is made freely available. This is followed by a presentation of a variety of data-driven single- and…
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Produktdetails
Weitere Autoren: Sun, Chaoli / Wang, Handing
- ISBN: 978-3-030-74639-1
- EAN: 9783030746391
- Produktnummer: 36871383
- Verlag: Springer International Publishing
- Sprache: Englisch
- Erscheinungsjahr: 2021
- Seitenangabe: 420 S.
- Masse: H24.1 cm x B16.0 cm x D2.8 cm 793 g
- Auflage: 1st ed. 2021
- Abbildungen: HC runder Rücken kaschiert
- Gewicht: 793
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