Combinatorial Data Analysis: Optimization by Dynamic Programming - Rilegato

Hubert, Lawrence; Arabie, Phipps; Meulman, Jacqueline

 
9780898714784: Combinatorial Data Analysis: Optimization by Dynamic Programming

Sinossi

Combinatorial data analysis refers to methods for the study of data sets where the arrangement of objects is central.

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Descrizione del libro

Combinatorial data analysis (CDA) refers to a wide class of methods for the study of relevant data sets in which the arrangement of a collection of objects is absolutely central. The focus of this monograph is on the identification of these arrangements, based on the principles of dynamic programming.

Contenuti

Preface; 1. Introduction; 2. General Dynamic Programming Paradigm; 3. Cluster Analysis; 4. Object Sequencing and Seriation; 5. Heuristic Applications of the GDPP; 6. Extensions and Generalizations; Appendix: Available Programs; Bibliography; Author Index; Subject Index.

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