An Adaptive Group Theoretic Algorithm for Integer Programming Problems

Group theory is used to integrate a wide variety of integer programming methods into a common computational process. Included are group optimization algorithms, Lagrangian methods, the cutting plane method, and the method of surrogate constraints. These methods are controlled by a supervisor which p...

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Veröffentlicht in:Management science 1971-01, Vol.17 (5), p.285-306
Hauptverfasser: Gorry, G. Anthony, Shapiro, Jeremy F
Format: Artikel
Sprache:eng
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Zusammenfassung:Group theory is used to integrate a wide variety of integer programming methods into a common computational process. Included are group optimization algorithms, Lagrangian methods, the cutting plane method, and the method of surrogate constraints. These methods are controlled by a supervisor which performs four main functions: set-up, directed search, subproblem analysis, and prognosis. Some computational experience is given. One appendix contains an algorithm for dynamically solving unconstrained group problems. A second appendix gives an algorithm for solving zero-one group problems.
ISSN:0025-1909
1526-5501
DOI:10.1287/mnsc.17.5.285