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Title: On the separation of parametric convex polyhedral sets with application in MOLP (English)
Author: Hladík, Milan
Language: English
Journal: Applications of Mathematics
ISSN: 0862-7940 (print)
ISSN: 1572-9109 (online)
Volume: 55
Issue: 4
Year: 2010
Pages: 269-289
Summary lang: English
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Category: math
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Summary: We investigate diverse separation properties of two convex polyhedral sets for the case when there are parameters in one row of the constraint matrix. In particular, we deal with the existence, description and stability properties of the separating hyperplanes of such convex polyhedral sets. We present several examples carried out on PC. We are also interested in supporting separation (separating hyperplanes support both the convex polyhedral sets at given faces) and permanent separation (a hyperplane separates the convex polyhedral sets for all feasible parameters). Finally, we show how the developed theory is applicable in multiobjective linear programming. (English)
Keyword: convex polyhedra
Keyword: parameters
Keyword: separating hyperplane
Keyword: supporting hyperplane
Keyword: solution set
Keyword: stability set
MSC: 39B82
MSC: 52B55
MSC: 52B99
MSC: 90C05
MSC: 90C31
idZBL: Zbl 1224.90187
idMR: MR2737937
DOI: 10.1007/s10492-010-0021-9
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Date available: 2010-07-20T13:48:30Z
Last updated: 2020-07-02
Stable URL: http://hdl.handle.net/10338.dmlcz/140399
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Reference: [1] Cristianini, N., Shawe-Taylor, J.: An Introduction to Support Vector Machines and Other Kernel-Based Learning Methods.Cambridge University Press Cambridge (2001). Zbl 0994.68074, MR 0202544
Reference: [2] Gal, T.: Postoptimal Analyses, Parametric Programming, and Related Topics.McGraw-Hill New York (1979). Zbl 0407.90052, MR 0536349
Reference: [3] Gal, T., Greenberg, H. J., eds.: Advances in Sensitivity Analysis and Parametric Programming.Kluwer Academic Publishers Dordrecht (1997). Zbl 0881.00025, MR 1482234
Reference: [4] Grünbaum, B.: Convex Polytopes, 2nd edition.Springer New York (2003). MR 1976856
Reference: [5] Grygarová, L.: A calculation of all separating hyperplanes of two convex polytopes.Optimization 41 (1997), 57-69. MR 1460220, 10.1080/02331939708844325
Reference: [6] Grygarová, L.: On a calculation of an arbitrary separating hyperplane of convex polyhedral sets.Optimization 43 (1998), 93-112. MR 1638843, 10.1080/02331939808844377
Reference: [7] Grygarová, L.: Separating support hyperplanes for a pair of convex polyhedral sets.Optimization 43 (1998), 113-143. MR 1638847, 10.1080/02331939808844378
Reference: [8] Grygarová, L.: On a supporting hyperplane for two convex polyhedral sets.Optimization 43 (1998), 235-255. MR 1774340, 10.1080/02331939808844386
Reference: [9] Grygarová, L.: Die Lösbarkeit eines linearen Optimierungsproblems unter Zufügung einer weiteren Restriktionsbedingung.Apl. Mat. 17 (1972), 352-387 German. MR 0342170
Reference: [10] Hladík, M.: Explicit description of all separating hyperplanes of two convex polyhedral sets with RHS-parameters.Proceedings of WDS'04, Part I J. Šafránková Matfyzpress Prague (2004), 63-70.
Reference: [11] Hladík, M.: Separation of convex polyhedral sets with column parameters.Kybernetika 44 (2008), 113-130. MR 2405059
Reference: [12] Intriligator, M. D.: Mathematical Optimization and Economic Theory.SIAM Philadelphia (2002). Zbl 1140.90302, MR 1929542
Reference: [13] Kemp, M. C., Kimura, Y.: Introduction to Mathematical Economics.Springer New York (1978). Zbl 0387.90004, MR 0506399
Reference: [14] Klee, V.: Separation and support properties of convex sets---a survey.Control Theory and the Calculus of Variations A. V. Balakrishnan Academic Press New York (1969), 235-303.
Reference: [15] Nožička, F., Guddat, J., Hollatz, H., Bank, B.: Theorie der linearen parametrischen Optimierung.Akademie-Verlag Berlin (1974), German.
Reference: [16] Nožička, F., Grygarová, L., Lommatzsch, K.: Geometrie konvexer Mengen und konvexe Analysis.Akademie-Verlag Berlin (1988). MR 0966885
Reference: [17] Padberg, M.: Linear Optimization and Extension.Springer Berlin (1999). MR 1741968
Reference: [18] Rockafellar, R. T., Tyrrel, R.: Convex Analysis.Princeton University Press Princeton (1970). MR 0274683
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