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Buletinul Academiei de Ştiinţe a Republicii Moldova. Matematica, 2020, Number 1, Pages 17–30
(Mi basm521)
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Research articles
On two stability types for a multicriteria integer linear programming problem
Vladimir A. Emelichev, Sergey E. Bukhtoyarov Belarusian State University, av. Nezavisimosti, 4, 220030 Minsk, Belarus
Abstract:
We consider a multicriteria integer linear programming problem with a parametrized optimality principle which is implemented by means of partitioning the partial criteria set into non-empty subsets, inside which relations on the set of solutions are based on the Pareto minimum. The introduction of this principle allows us to connect such classical selection functions as Pareto and aggregative-extremal. A quantitative analysis of two types of stability of the problem to perturbations of the parameters of objective functions is given under the assumption that an arbitrary $l_p$-Hölder norm, $1\leq p\leq\infty,$ is given in the solution space, and the Chebyshev norm is given in the criteria space. The formulas for the radii of quasistability and strong quasi-stability are obtained. Criteria of these types of stability are given as corollaries.
Keywords and phrases:
multicriterial optimization, integer linear programming, Pareto set, effective solution, extreme solution, quasistability radius, strong quasistability radius, Hölder norm, Chebyshev norm.
Received: 23.12.2019
Citation:
Vladimir A. Emelichev, Sergey E. Bukhtoyarov, “On two stability types for a multicriteria integer linear programming problem”, Bul. Acad. Ştiinţe Repub. Mold. Mat., 2020, no. 1, 17–30
Linking options:
https://www.mathnet.ru/eng/basm521 https://www.mathnet.ru/eng/basm/y2020/i1/p17
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Abstract page: | 101 | Full-text PDF : | 29 | References: | 21 |
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