Pareto Front Generation with Knee-Point Based Pruning for Mixed Discrete Multi-Objective Optimization

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This note proposes an algorithm to generate the Pareto front of a mixed discrete multi-objective optimization problem based on the pruning of irrelevant subproblems. The knee point is introduced as a new reference point for pruning decision. The point can overcome the drawback of the existing reference point - over-pruning, and be naturally defined and used in the context of multi-objective optimization. The validity of the proposed procedure is demonstrated through case studies.
Publisher
SPRINGER
Issue Date
2018-07
Language
English
Article Type
Article
Citation

STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, v.58, no.2, pp.823 - 830

ISSN
1615-147X
DOI
10.1007/s00158-018-1926-2
URI
http://hdl.handle.net/10203/244986
Appears in Collection
AE-Journal Papers(저널논문)
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