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An adaptive resource management based evolutionary algorithm for large-scale multi-modal multi-objective optimization

delete2026-02-16
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PRE
AI
S
Shuai Shao
Y
Ye Tian *
Y
Yajie Zhang
DOI:10.1016/j.asoc.2026.114853delete
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摘要

摘要

En 中文
• 引入动态资源分配策略以根据子群性能重新分配计算。 • 提出一种自适应调整方法以合并子群或创建新子群进行探索。 • 开发了一种新型进化算法以在高维问题中平衡收敛性与决策空间多样性。
Keyword:
resource allocation
adaptive adjustment
evolutionary algorithm
multi-modal optimization
high-dimensional problems

期刊

Applied Soft Computing 封面图
Applied Soft Computing
IF:
6.6
论文数:
1.4W
被引数:
4.8W

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