Generational Distance Indicator-Based Evolutionary Algorithm With an Improved Niching Method for Many-Objective Optimization Problems
With the number of objectives increasing, the traditional multi-objective evolutionary algorithms (MOEAs) will lead to a reduction of convergence pressure. Specifically, the number of non-dominated solutions in many-objective optimization problems (MaOPs) accounts for the majority of the population....
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
IEEE
2019-01-01
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| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/8713981/ |