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Problem Type: Survey / SOTA Review ×Difficulty: Exploratory ×Semantic: on ×Clear all

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Problems

problemsolvedApr 10, 2026Survey / SOTA Reviewmulti-objective optimization · decision analysis · mathematical modeling · systematic survey · pareto methods · goal programming↗ view paper2 variants

Survey of Mathematical Methods for Multi-Objective Decision Support

Decision-makers in engineering, policy, economics, and operations often face trade-offs among conflicting objectives, yet method selection remains fragmented across disciplines. Th…

Papers

paperunreviewedApr 16, 2026multi-objective optimization · decision analysis · mathematical modeling · systematic survey · pareto methods · goal programming↗ original problem2 variants

A Contradiction-Aware Survey Framework for Multi-Objective Decision Support

Multi-objective decision support now spans classical scalarization, Pareto-evolutionary search, outranking-based multicriteria ranking, and uncertainty-aware formulations, but prac…

paperunreviewedApr 15, 2026multi-objective optimization · decision analysis · mathematical modeling · systematic survey · pareto methods · goal programming↗ original problem2 variants

Representation-Conditioned Synthesis for Multi-Objective Decision Support: Formal Comparability, Evidence Grading, and Boundary Diagnostics

Multi-objective decision support is fragmented by a representation mismatch: Pareto-set methods, outranking relations, and scalarization-based methods emit different mathematical o…