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A Comparison Index for Costs of Interval Linear Programming Models

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Vydáno v:Axioms vol. 14, no. 8 (2025), p. 569-584
Hlavní autor: Guerra, Maria Letizia
Další autoři: Sorini Laerte, Stefanini Luciano
Vydáno:
MDPI AG
Témata:
Mathematical programming
Linear programming
Fuzzy sets
Inequality
Uncertainty
Numbers
Optimization
Simplex method
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Abstrakt:Interval Linear Programming (ILP) presents several compelling challenges when applied to real-world problems that cannot be easily captured by traditional robust uncertainty models. In this paper, we propose a novel solution method that employs a comparison index for interval ordering based on the generalized Hukuhara difference. This approach proves to be highly effective in comparing solutions within ILP frameworks. Additionally, we discuss the robustness of the proposed methodology and its implications for decision-making under uncertainty.
ISSN:2075-1680
DOI:10.3390/axioms14080569
Zdroj:Engineering Database