Brusco / Stahl Branch-and-Bound Applications in Combinatorial Data Analysis
2005
ISBN: 978-0-387-28810-9
Verlag: Springer US
Format: PDF
Kopierschutz: 1 - PDF Watermark
E-Book, Englisch, 222 Seiten, eBook
Reihe: Statistics and Computing
ISBN: 978-0-387-28810-9
Verlag: Springer US
Format: PDF
Kopierschutz: 1 - PDF Watermark
This book provides clear explanatory text, illustrative mathematics and algorithms, demonstrations of the iterative process, pseudocode, and well-developed examples for applications of the branch-and-bound paradigm to important problems in combinatorial data analysis.
Supplementary material, such as computer programs, are provided on the world wide web.
Dr. Brusco is an editorial board member for the Journal of Classification, and a member of the Board of Directors for the Classification Society of North America.
Zielgruppe
Research
Autoren/Hrsg.
Weitere Infos & Material
Cluster Analysis—Partitioning.- An Introduction to Branch-and-Bound Methods for Partitioning.- Minimum-Diameter Partitioning.- Minimum Within-Cluster Sums of Dissimilarities Partitioning.- Minimum Within-Cluster Sums of Squares Partitioning.- Multiobjective Partitioning.- Seriation.- to the Branch-and-Bound Paradigm for Seriation.- Seriation—Maximization of a Dominance Index.- Seriation—Maximization of Gradient Indices.- Seriation—Unidimensional Scaling.- Seriation—Multiobjective Seriation.- Variable Selection.- to Branch-and-Bound Methods for Variable Selection.- Variable Selection for Cluster Analysis.- Variable Selection for Regression Analysis.
