On the separation of parametric convex polyhedral sets with application in MOLP
Applications of Mathematics (2010)
- Volume: 55, Issue: 4, page 269-289
- ISSN: 0862-7940
Access Full Article
topAbstract
topHow to cite
topHladík, Milan. "On the separation of parametric convex polyhedral sets with application in MOLP." Applications of Mathematics 55.4 (2010): 269-289. <http://eudml.org/doc/37848>.
@article{Hladík2010,
abstract = {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.},
author = {Hladík, Milan},
journal = {Applications of Mathematics},
keywords = {convex polyhedra; parameters; separating hyperplane; supporting hyperplane; solution set; stability set; convex polyhedra; parameter; separating hyperplane; supporting hyperplane; solution set; stability set},
language = {eng},
number = {4},
pages = {269-289},
publisher = {Institute of Mathematics, Academy of Sciences of the Czech Republic},
title = {On the separation of parametric convex polyhedral sets with application in MOLP},
url = {http://eudml.org/doc/37848},
volume = {55},
year = {2010},
}
TY - JOUR
AU - Hladík, Milan
TI - On the separation of parametric convex polyhedral sets with application in MOLP
JO - Applications of Mathematics
PY - 2010
PB - Institute of Mathematics, Academy of Sciences of the Czech Republic
VL - 55
IS - 4
SP - 269
EP - 289
AB - 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.
LA - eng
KW - convex polyhedra; parameters; separating hyperplane; supporting hyperplane; solution set; stability set; convex polyhedra; parameter; separating hyperplane; supporting hyperplane; solution set; stability set
UR - http://eudml.org/doc/37848
ER -
References
top- Cristianini, N., Shawe-Taylor, J., An Introduction to Support Vector Machines and Other Kernel-Based Learning Methods, Cambridge University Press Cambridge (2001). (2001) Zbl0994.68074MR0202544
- Gal, T., Postoptimal Analyses, Parametric Programming, and Related Topics, McGraw-Hill New York (1979). (1979) Zbl0407.90052MR0536349
- Gal, T., Greenberg, H. J., eds., Advances in Sensitivity Analysis and Parametric Programming, Kluwer Academic Publishers Dordrecht (1997). (1997) Zbl0881.00025MR1482234
- Grünbaum, B., Convex Polytopes, 2nd edition, Springer New York (2003). (2003) MR1976856
- Grygarová, L., 10.1080/02331939708844325, Optimization 41 (1997), 57-69. (1997) MR1460220DOI10.1080/02331939708844325
- Grygarová, L., 10.1080/02331939808844377, Optimization 43 (1998), 93-112. (1998) MR1638843DOI10.1080/02331939808844377
- Grygarová, L., 10.1080/02331939808844378, Optimization 43 (1998), 113-143. (1998) MR1638847DOI10.1080/02331939808844378
- Grygarová, L., 10.1080/02331939808844386, Optimization 43 (1998), 235-255. (1998) MR1774340DOI10.1080/02331939808844386
- Grygarová, L., Die Lösbarkeit eines linearen Optimierungsproblems unter Zufügung einer weiteren Restriktionsbedingung, Apl. Mat. 17 (1972), 352-387 German. (1972) MR0342170
- 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. (2004)
- Hladík, M., Separation of convex polyhedral sets with column parameters, Kybernetika 44 (2008), 113-130. (2008) MR2405059
- Intriligator, M. D., Mathematical Optimization and Economic Theory, SIAM Philadelphia (2002). (2002) Zbl1140.90302MR1929542
- Kemp, M. C., Kimura, Y., Introduction to Mathematical Economics, Springer New York (1978). (1978) Zbl0387.90004MR0506399
- 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. (1969)
- Nožička, F., Guddat, J., Hollatz, H., Bank, B., Theorie der linearen parametrischen Optimierung, Akademie-Verlag Berlin (1974), German. (1974)
- Nožička, F., Grygarová, L., Lommatzsch, K., Geometrie konvexer Mengen und konvexe Analysis, Akademie-Verlag Berlin (1988). (1988) MR0966885
- Padberg, M., Linear Optimization and Extension, Springer Berlin (1999). (1999) MR1741968
- Rockafellar, R. T., Tyrrel, R., Convex Analysis, Princeton University Press Princeton (1970). (1970) MR0274683
NotesEmbed ?
topTo embed these notes on your page include the following JavaScript code on your page where you want the notes to appear.