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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Combinatorial Data Analysis: Optimization by Dynamic Programming (Monographs on Discrete Mathematics and Applications, Series Number 6)
Editore:
Society for Industrial and Applied Mathematics, 2001
ISBN 10: 0898714788
ISBN 13: 9780898714784
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Da: Leopolis, Kraków, Polonia
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Hardcover. Condizione: New. 4to (26 cm), 175 pp. Publisher's laminated boards. "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 arrangements, which are then further restricted to where the combinatorial search is carried out by a recursive optimization process based on the general principles of dynamic programming (DP). The authors provide a comprehensive and self-contained review delineating a very general DP paradigm or schema that can serve two functions. First, the paradigm can be applied in various special forms to encompass all previously proposed applications suggested in the classification literature. Second, the paradigm can lead directly to many more novel uses. An appendix is included as a user's manual for a collection of programs available as freeware." (publisher's description). Codice articolo 008576
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