Generating a Representative Subset of the Nondominated Frontier in Multiple Criteria Decision Making

Date

2009-01-01

Author

Karasakal, Esra

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In this paper, we address the problem of generating a discrete representation of the nondominated frontier in multiple objective linear problems. We find a surface that approximates the shape of the nondominated frontier. Utilizing the surface, we generate a set of discrete points that is representative of the frontier. Our experience on randomly generated problems demonstrates that the approach performs well in terms of both the quality of the representation and the computation time.

Subject Keywords

Objective linear-programs, Optimization solution set, Maximal efficient faces, Multiobjective optimization, Quality, Space, Algorithms, Metrics, discrete representations

URI

https://hdl.handle.net/11511/47793

Journal

OPERATIONS RESEARCH

DOI

https://doi.org/10.1287/opre.1080.0581

Collections

Department of Industrial Engineering, Article

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Citation Formats

E. Karasakal, “Generating a Representative Subset of the Nondominated Frontier in Multiple Criteria Decision Making,” OPERATIONS RESEARCH, pp. 187–199, 2009, Accessed: 00, 2020. [Online]. Available: https://hdl.handle.net/11511/47793.