Approximate solution algorithm for multi-parametric non-convex programming problems with polyhedral constraints
In this paper, we developed a novel algorithmic approach for thesolution of multi-parametric non-convex programming problems withcontinuous decision variables. The basic idea of the proposedapproach is based on successive convex relaxation of each non-convexterms and sensitivity analysis theory. The...
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Veröffentlicht in: | An international journal of optimization and control 2014-01, Vol.4 (2), p.89-98 |
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Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | In this paper, we developed a novel algorithmic approach for thesolution of multi-parametric non-convex programming problems withcontinuous decision variables. The basic idea of the proposedapproach is based on successive convex relaxation of each non-convexterms and sensitivity analysis theory. The proposed algorithm isimplemented using MATLAB software package and numericalexamples are presented to illustrate the effectiveness andapplicability of the proposed method on multi-parametric non-convexprogramming problems with polyhedral constraints. |
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ISSN: | 2146-0957 2146-5703 |
DOI: | 10.11121/ijocta.01.2014.00171 |