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Multiple Objective Decision Making — Methods and Applications
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“Pareto optimization has emerged as the preferred method for MPO, as it allows for the identification of trade-offs between objectives, leading to the discovery of non-dominant solutions (101).”
From Artificial Intelligence for Drug Discovery: Are We There Yet? (2024) · cites this paper as [101]
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“Steuer, 1986), (b) interactive methods (e.g. Cohon, 1978; Hwang and Masud, 1979), and (c) goal programming methods (e.”
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“According to Hwang and Masud (1979), depending on the moment that the decision maker is involved in the decision-making process to express his preferences, the methods used to solve multiobjective problems can be classified in three categories: a priori methods, interactive methods and a posteriori…”
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“Hwang and Masud [33] redefined the non-consistent matrix, the formulation can be defined as follows:”
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“P 0g; ð1Þ where f(X) represents k conflicting objective functions, g(X) 6 b represents m constraints, S is feasible solution space, and X is an n-vector of decision variables where, X 2 Rn (Hwang & Masud, 1979).”
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Metadata
- Authors
- Hwang, C.-L., & Masud, A. S. M.
- Affiliations
- New Mexico State University (US)
- Venue
- Lecture Notes in Economics and Mathematical Systems
- Publisher
- Springer Berlin Heidelberg
- Published
- 1979
- ISSN
- 0075-8442 (ISSN-L)
- OpenAlex
- W4233757421
- Cited by
- 1,186
- References
- 0
- Citations by year
- 2026: 16 · 2025: 31 · 2024: 30 · 2023: 41 · 2022: 33 · 2021: 50 · 2020: 32 · 2019: 45 · 2018: 42 · 2017: 52 · 2016: 51 · 2015: 61 · 2014: 45 · 2013: 35 · 2012: 35
- FWCI
- 11.74
- Type
- book
- Language
- en
- Open access
- closed
- Licence
- www.springer.com/tdm (tdm)
- Locations
- Lecture notes in economics and mathematical systems (publishedVersion)
- Topics
- Social Sciences › Decision Sciences › Management Science and Operations Research › Multi-Criteria Decision Making
- Social Sciences › Decision Sciences › Management Science and Operations Research › Optimization and Mathematical Programming
- Physical Sciences › Computer Science › Computational Theory and Mathematics › Advanced Multi-Objective Optimization Algorithms
- Keywords
- multi-objective decision making, computational methods, multi-objective optimization
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