A robust performance evaluation approach for solution preservation in multiobjective optimization
Abstract Many real-world optimization problems have complex features, such as bias, multimodel, etc. Existing evolutionary algorithms mainly utilize solutions’ current performance to decide their survivals, which are not comprehensive enough to describe the evolving trend, and may misguide the evolv...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Springer
2022-10-01
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| Series: | Complex & Intelligent Systems |
| Subjects: | |
| Online Access: | https://doi.org/10.1007/s40747-022-00889-1 |