Solving Constrained Matrix Games With Fuzzy Random Linear Constraints
Yugoslav journal of operations research, Tome 35 (2025) no. 1, p. 209
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In real-world games, players may face an uncertain environment where fuzziness and randomness coexist. The main difficulty in dealing with games involving fuzziness and randomness arises when comparing the payoffs. The purpose of this paper is to introduce a new approach to deal with constrained matrix games where the entries of the constraint matrices are LR-fuzzy random variables. Our methodology is based on constructing a new matrix game using the chance constraint method adapted to the probability-possibility measures. First, a specific type of saddle point is defined as an equilibrium solution. Then, conditions for the existence of the proposed solution are established. Further, a technique based on second-order programming for computing the saddle point is presented. Finally, a numerical illustration of the approach is provided.
Keywords:
Matrix games, Fuzzy random variable, Saddle point, Fuzzy stochastic programming
Sabiha Djebara; Farida Achemine; Moussa Larbani. Solving Constrained Matrix Games With Fuzzy Random Linear Constraints. Yugoslav journal of operations research, Tome 35 (2025) no. 1, p. 209 . http://geodesic.mathdoc.fr/item/YJOR_2025_35_1_a9/
@article{YJOR_2025_35_1_a9,
author = {Sabiha Djebara and Farida Achemine and Moussa Larbani},
title = {Solving {Constrained} {Matrix} {Games} {With} {Fuzzy} {Random} {Linear} {Constraints}},
journal = {Yugoslav journal of operations research},
pages = {209 },
year = {2025},
volume = {35},
number = {1},
language = {en},
url = {http://geodesic.mathdoc.fr/item/YJOR_2025_35_1_a9/}
}
TY - JOUR AU - Sabiha Djebara AU - Farida Achemine AU - Moussa Larbani TI - Solving Constrained Matrix Games With Fuzzy Random Linear Constraints JO - Yugoslav journal of operations research PY - 2025 SP - 209 VL - 35 IS - 1 UR - http://geodesic.mathdoc.fr/item/YJOR_2025_35_1_a9/ LA - en ID - YJOR_2025_35_1_a9 ER -