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Integrating performance metrics for multi-objective optimization: a case study with MOEAs

delete2026-05-06
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PRE
AI
S
Shuqi Xu
J
Jinghe Sun *
Z
Zhiyang Shen
M
Majid Eskandarpour
DOI：10.1016/j.cor.2026.107531delete
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Abstract

Abstract

En 中文
• A DEA-based framework is proposed for comprehensive MOEA performance evaluation. • The novel multi-criteria performance indicator overcomes single-metric bias. • Extensive experiments on 21 MOEAs validate the framework’s discriminative power.
Keywords:
DEA
MOEA
performance evaluation
multi-criteria
optimization

Journal

C
COMPUTERS & OPERATIONS RESEARCH
IF:
4.3
Papers:
197
Citations:
0

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N
nanjing university of aeronautics and astronautics
Scholars:
3.0K
Papers: 1.0K
Citations: 1
H
hefei university
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2.2K
Papers: 1.3K
Citations: 20
L
lille economie management
Scholars:
6
Papers: 5
Citations: 0
E
edhec business school
Scholars:
37
Papers: 35
Citations: 0
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