Michael J. Brusco,
Stephanie Stahl
Branch-and-Bound Applications in Combinatorial Data Analysis
Paperback Engels 2010 9781441920393Levertijd ongeveer 9 werkdagen
Gratis verzonden
Samenvatting
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.
Specificaties
ISBN13:9781441920393
Taal:Engels
Bindwijze:paperback
Aantal pagina's:222
Uitgever:Springer New York
Druk:0
Serie:Statistics and Computing
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Inhoudsopgave
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.
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