Abstract
Under consideration are the multicriteria integer linear programming problems with finitely many feasible solutions. The problem itself consists in finding a set of extremal solutions. We derive some lower and upper bounds for the T1-stability radius under assumption that arbitrary Hölder norms are given in the solution and criteria spaces. A class of the problems with an infinitely large stability radius is specified. We also consider the case of the multicriteria linear Boolean problem.
References
E. N. Gordeev, “Comparison of Three Approaches to Studying Stability of Solutions to Problems of Discrete Optimization and Computational Geometry,” Diskretn. Anal. Issled. Oper. 22 (3), 18–35 (2015) [J. Appl. Indust. Math. 9 (3), 358–366 (2015)].
V. A. Emelichev and K. G. Kuzmin, “On a Type of Stability of a Multicriteria Integer Linear Programming Problem in the Case of a Monotone Norm, Izv. Ross. Akad. Nauk Teor. Sist. Upravl. No. 5, 45–51 (2007) [J. Comput. Syst. Sci. Int. 46 (5), 714–720 (2007)].
V. A. Emelichev and K. G. Kuzmin, “A General Approach to Studying the Stability of a Pareto Optimal Solutions of a Vector Integer Linear Programming Problem,” Diskretn.Mat. 19 (3), 79–83 (2007) [Discrete Math. Appl. 17 (4), 349–354 (2007)].
V. A. Emelichev and K. G. Kuzmin, “Stability Radius of a Vector Integer Linear Programming Problem: Case of a Regular Norm in the Space of Criteria,” Kibernet. Sist. Anal. No. 1, 82–89 (2010) [Cybernet. Syst. Anal. 46 (1), 72–79 (2010)].
V. A. Emelichev and K. G. Kuzmin, “On the T1-Stability Radius of a Multicriteria Linear Boolean Problem with Hölder Norms in Parameter Spaces,” Tavricheskiy VestnikMat. Inform. 30 (1), 49–64 (2016).
V. A. Emelichev and D. P. Podkopaev, “Stability and Regularization of Vector Integer Programming Problems,” Diskretn. Anal. Issled. Oper. Ser. 2, 8 (1), 47–69 (2001).
V. A. Emelichev and D. P. Podkopaev, “Quantitative Stability Analysis for Vector Problems of 0–1Programming,” Discrete Optim. 7 (1–2), 48–63 (2010).
S. E. Bukhtoyarov and V. A. Emelichev, “On the Stability Measure of Solutions to a Vector Variant of an Investment Problem,” Diskretn. Anal. Issled. Oper. 22 (2), 5–16 (2015) [J. Appl. Indust. Math. 9 (3), 328–334 (2015)].
V. A. Emelichev and V. V. Korotkov, “On Stability of a Vector Boolean Investment Problem with Wald’s Criteria,” Diskretn.Mat. 24 (3), 3–16 (2012) [DiscreteMath. Appl. 22 (4), 367–381 (2012)].
V. A. Emelichev, V. M. Kotov, K. G. Kuzmin, T. T. Lebedeva, N. V. Semenova, and T. I. Sergienko, “Stability and Effective Algorithms for Solving Multiobjective Discrete Optimization Problems with Incomplete Information,” Problemy Upravlen. Teor. Inform. No. 1, 53–67 (2014) [J. Autom. Inform. Sci. 46 (2), 27–41 (2014)].
V. A. Emelichev and K. G. Kuzmin, “Stability Analysis of the Effective Solution to the Vector Problemon the Maximal Cut of a Graph,” Diskretn. Anal. Issled. Oper. 20 (4), 27–35 (2013).
K. G. Kuzmin, “A General Approach to the Calculation of Stability Radii for the Max-Cut Problem with Multiple Criteria,” Diskretn. Anal. Issled. Oper. 22 (5), 30–51 (2015) [J. Appl. Indust.Math. 9 (4), 527–539 (2015)].
V. A. Emelichev, S. E. Bukhtoyarov, and V. I. Mychkov, “An Investment Problem under Multicriteriality, Uncertainty, and Risk,” Bul. Acad. Stiinte Repub. Mold.Mat. No. 3, 82–98 (2016).
M. A. Aizerman and F. T. Alekserov, The Alternative Choice: Theoretical Foundations (Nauka, Moscow, 1990) [in Russian].
A. V. Lotov and I. I. Pospelova, Multicriteria Decision-Making Problems (MAKS Press, Moscow, 2008) [in Russian].
V. V. Podinovskii and V. D. Nogin, Pareto-Optimal Solutions to Multicriteria Problems (Fizmatlit, Moscow, 2007) [in Russian].
L. A. Sholomov, Logical Methods for Studying the Discrete Choice Models (Nauka, Moscow, 1989) [in Russian].
D. B. Yudin, Computational Methods in Decision-Making Theory (Nauka, Moscow, 1989) [in Russian].
I. V. Sergienko and V. P. Shilo, Discrete Optimization Problems: Problems, Solution Methods, and Research (Naukova Dumka, Kiev, 2003) [in Russian].
V. K. Leontiev, “Stability in Linear Discrete Problems,” in Problems of Cybernetics, Vol. 35 (Nauka, Moscow, 1979), pp. 169–184.
S. E. Bukhtoyarov and V. A. Emelichev, “On a Stability Type of an Integer Linear Programming Problemwith SeveralCriteria,” in Proceedings. 8th International Conference “Tanaevskie Chteniya,” Minsk, Belarus, March 27–30, 2018 (OIPI Nats. Akad. Nauk Belarusi,Minsk, 2018), pp. 48–51.
V. A. Emelichev, E. Girlich, Yu. V. Nikulin and D. P. Podkopaev, “Stability and Regularization of Vector Problem of Integer Linear Programming,” Optimization 51 (4), 645–676 (2002).
Author information
Authors and Affiliations
Corresponding author
Additional information
Russian Text © S. E. Bukhtoyarov, V. A. Emelichev, 2019, published in Diskretnyi Analiz i Issledovanie Operatsii, 2019, Vol. 26, No. 1, pp. 5–19.
Rights and permissions
About this article
Cite this article
Bukhtoyarov, S.E., Emelichev, V.A. Stability Aspects of Multicriteria Integer Linear Programming Problems. J. Appl. Ind. Math. 13, 22–29 (2019). https://doi.org/10.1134/S1990478919010034
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1134/S1990478919010034