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Robust and stochastically weighted multiobjective optimization models and reformulations

Hu, Jian; Mehrotra, Sanjay - In: Operations research 60 (2012) 4, pp. 936-953

Persistent link: https://www.econbiz.de/10009627412

A decision rule approach for two-stage data-driven distributionally robust optimization problems with random recourse

Fan, Xiangyi; Hanasusanto, Grani A. - In: INFORMS journal on computing : JOC ; charting new … 36 (2024) 2, pp. 526-542

Persistent link: https://www.econbiz.de/10014532310

Set-based robust optimization of uncertain multiobjective problems via epigraphical reformulations

Eichfelder, Gabriele; Quintana, Ernest - In: European journal of operational research : EJOR 313 (2024) 3, pp. 871-882

In this paper, we study a method for finding robust solutions to multiobjective optimization problems under uncertainty. We follow the set-based minmax approach for handling the uncertainties which leads to a certain set optimization problem with the strict upper type set relation. We introduce,...

Persistent link: https://www.econbiz.de/10014456640

The decision rule approach to optimization under uncertainty : methodology and applications

Georghiou, Angelos; Kuhn, Daniel; Wiesemann, Wolfram - In: Computational Management Science : CMS 16 (2019) 4, pp. 545-576

Persistent link: https://www.econbiz.de/10012126678

Robust goal programming for multi-objective optimization of data-driven problems : a use case for the United States transportation command's liner rate setting problem

Hanks, Robert W.; Lunday, Brian J.; Weir, Jeffery D. - In: Omega : the international journal of management science 90 (2020), pp. 1-10

Persistent link: https://www.econbiz.de/10012120766

Robust stochastic sorting with interacting criteria hierarchically structured

Arcidiacono, Sally Giuseppe; Corrente, Salvatore; … - In: European journal of operational research : EJOR 292 (2021) 2, pp. 735-754

Persistent link: https://www.econbiz.de/10012502395

A novel best worst method robust data envelopment analysis : incorporating decision makers’ preferences in an uncertain environment

Omrani, Hashem; Valipour, Mahsa; Emrouznejad, Ali - In: Operations research perspectives 8 (2021), pp. 1-11

Data Envelopment Analysis (DEA) has been widely applied in measuring the efficiency of Decision-Making Units (DMUs). The conventional DEA has three major drawbacks: a) it does not consider Decision Makers’ (DMs) preferences in the evaluation process, b) DMUs in this model are flexible in...

Persistent link: https://www.econbiz.de/10012596577

Scalarization of multiobjective robust optimization problems

Khoshkhabar-amiranloo, S. - In: Operations research forum 2 (2021) 3, pp. 1-16

Persistent link: https://www.econbiz.de/10012662641

The price of multiobjective robustness : analyzing solution sets to uncertain multiobjective problems

Schöbel, Anita; Zhou-Kangas, Yue - In: European journal of operational research : EJOR 291 (2021) 2, pp. 782-793

Persistent link: https://www.econbiz.de/10012495365

A visualization approach for robustness analysis in multicriteria disaggregation-aggregation approaches

Spyridakos, A.; Tsotsolas, N.; Siskos, Yannis; … - In: Operational research : an international journal 20 (2020) 3, pp. 1841-1861

Persistent link: https://www.econbiz.de/10012291256