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Exemplar-Based Clustering via Simulated Annealing

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  • Michael Brusco

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  • Hans-Friedrich Köhn
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    Abstract

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    File URL: http://hdl.handle.net/10.1007/s11336-009-9115-2
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    Bibliographic Info

    Article provided by Springer in its journal Psychometrika.

    Volume (Year): 74 (2009)
    Issue (Month): 3 (September)
    Pages: 457-475

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    Handle: RePEc:spr:psycho:v:74:y:2009:i:3:p:457-475

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    Related research

    Keywords: cluster analysis; partitioning; heuristics; p-median model; simulated annealing;

    References

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    Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
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    1. Eva Ceulemans & Iven Mechelen & Iwin Leenen, 2007. "The Local Minima Problem in Hierarchical Classes Analysis: An Evaluation of a Simulated Annealing Algorithm and Various Multistart Procedures," Psychometrika, Springer, vol. 72(3), pages 377-391, September.
    2. Eva Ceulemans & Iven Mechelen, 2008. "CLASSI: A classification model for the study of sequential processes and individual differences therein," Psychometrika, Springer, vol. 73(1), pages 107-124, March.
    3. Michael Brusco & Douglas Steinley, 2007. "A Comparison of Heuristic Procedures for Minimum Within-Cluster Sums of Squares Partitioning," Psychometrika, Springer, vol. 72(4), pages 583-600, December.
    4. Rosing, K. E. & ReVelle, C. S. & Rolland, E. & Schilling, D. A. & Current, J. R., 1998. "Heuristic concentration and Tabu search: A head to head comparison," European Journal of Operational Research, Elsevier, vol. 104(1), pages 93-99, January.
    5. J. Fernando Vera & Willem J. Heiser & Alex Murillo, 2007. "Global Optimization in Any Minkowski Metric: A Permutation-Translation Simulated Annealing Algorithm for Multidimensional Scaling," Journal of Classification, Springer, vol. 24(2), pages 277-301, September.
    6. Michael Brusco & Hans-Friedrich Köhn & Stephanie Stahl, 2008. "Heuristic Implementation of Dynamic Programming for Matrix Permutation Problems in Combinatorial Data Analysis," Psychometrika, Springer, vol. 73(3), pages 503-522, September.
    7. Rosing, K. E. & ReVelle, C. S., 1997. "Heuristic concentration: Two stage solution construction," European Journal of Operational Research, Elsevier, vol. 97(1), pages 75-86, February.
    8. K E Rosing, 1997. "An empirical investigation of the effectiveness of a vertex substitution heuristic," Environment and Planning B: Planning and Design, Pion Ltd, London, vol. 24(1), pages 59-67, January.
    9. Michael Brusco & Hans-Friedrich Köhn, 2008. "Optimal Partitioning of a Data Set Based on the p-Median Model," Psychometrika, Springer, vol. 73(1), pages 89-105, March.
    10. Lawrence Hubert & Phipps Arabie, 1985. "Comparing partitions," Journal of Classification, Springer, vol. 2(1), pages 193-218, December.
    11. Mladenovic, Nenad & Brimberg, Jack & Hansen, Pierre & Moreno-Perez, Jose A., 2007. "The p-median problem: A survey of metaheuristic approaches," European Journal of Operational Research, Elsevier, vol. 179(3), pages 927-939, June.
    12. Robert Thorndike, 1953. "Who belongs in the family?," Psychometrika, Springer, vol. 18(4), pages 267-276, December.
    13. Christofides, N. & Beasley, J. E., 1982. "A tree search algorithm for the p-median problem," European Journal of Operational Research, Elsevier, vol. 10(2), pages 196-204, June.
    14. John M. Mulvey & Harlan P. Crowder, 1979. "Cluster Analysis: An Application of Lagrangian Relaxation," Management Science, INFORMS, vol. 25(4), pages 329-340, April.
    15. Hanjoul, Pierre & Peeters, Dominique, 1985. "A comparison of two dual-based procedures for solving the p-median problem," European Journal of Operational Research, Elsevier, vol. 20(3), pages 387-396, June.
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    Cited by:
    1. Duncan Fong & Peter Ebbes & Wayne DeSarbo, 2012. "A Heterogeneous Bayesian Regression Model for Cross-sectional Data Involving a Single Observation per Response Unit," Psychometrika, Springer, vol. 77(2), pages 293-314, April.
    2. Simon Blanchard & Daniel Aloise & Wayne DeSarbo, 2012. "The Heterogeneous P-Median Problem for Categorization Based Clustering," Psychometrika, Springer, vol. 77(4), pages 741-762, October.

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