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Anotace knihy

This book describes optimization models of clustering problems and clustering algorithms based on optimization techniques, including their implementation, evaluation, and applications. The book gives a comprehensive and detailed description of optimization approaches for solving clustering problems; the authors' emphasis on clustering algorithms is based on deterministic methods of optimization. The book also includes results on real-time clustering algorithms based on optimization techniques, addresses implementation issues of these clustering algorithms, and discusses new challenges arising from big data. The book is ideal for anyone teaching or learning clustering algorithms. It provides an accessible introduction to the field and it is well suited for practitioners already familiar with the basics of optimization.

Parametry knihy

Zařazení knihy Knihy v angličtině Mathematics & science Mathematics Optimization

• Plný název: Partitional Clustering via Nonsmooth Optimization
• Podnázev: Clustering via Optimization
• Autor: Adil Bagirov, Napsu Karmitsa, Sona Taheri
• Jazyk: Angličtina
• Vazba: Pevná
• Počet stran: 336
• EAN: 9783030378257
• ID: 25243235
• Nakladatelství: Springer Nature Switzerland AG
• Hmotnost: 699 g
• Rozměry: 235 × 155 × 25 mm
• Datum vydání: 25. February 2020

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