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An Enhanced Adaptive Differential Evolution Algorithm With Multi-Mutation Schemes and Weighted Control Parameter Setting

Differential evolution (DE) algorithm is one of the most effective and efficient heuristic approaches for solving complex black box problems. But it still easily suffers from premature convergence and stagnation. To alleviate these defects, this paper presents a novel DE variant, named enhanced adap...

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Principais autores: Mengnan Tian, Yanhui Meng, Xingshi He, Qingqing Zhang, Yanghan Gao
פורמט: Artigo
שפה:Inglês
יצא לאור: IEEE 2023-01-01
סדרה:IEEE Access
נושאים:
Differential evolution
numerical optimization
mutation strategy
parameter control
population size reduction scheme
גישה מקוונת:https://ieeexplore.ieee.org/document/10239140/
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