Könyv Partitional Clustering via Nonsmooth Optimization Adil Bagirov

Partitional Clustering via Nonsmooth Optimization

Clustering via Optimization

Nyelv: Angol
Kötés: Kemény kötésű
Elérhetőség: Beszállítói készleten
Küldés 10-13 napon belül
54 956 Ft
This updated book describes optimization models of clustering problems and clustering algorithms bas...

Információk a könyvről

Nyelv
Angol
Kötés
Könyv - Kemény kötésű
Kiadva
2025
oldal
350
EAN
9783031765117
Enbook ID
46583246
Súly
731
Méretek
155 x 235

Teljes leírás

This updated 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.

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