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Hybrid resource allocation framework for large-scale multi-objective optimization

delete2025-12-31
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PRE
AI
陈得宝 cover
陈得宝 (Debao Chen)
X
Xiaopin Qiu
F
Feng Zou
F
Fangzhen Ge
Y
Yuhui Zheng
Z
Zhenghua Xin *
DOI:10.1016/j.swevo.2025.102272delete
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Abstract

Abstract

En 中文
• A new resource allocation framework based on dual spaces information for LSMOPs is proposed. • A quantitative resource allocation model is proposed to improve the accuracy and adaptability of resource allocation. • An adaptive reference resource allocation scheme is proposed to improve the diversity of the subpopulations.
Keywords:
Large-scale multi-objective optimization
Resource allocation
Decision space
Objective space

Journal

Swarm and Evolutionary Computation cover
Swarm and Evolutionary Computation
IF:
8.5
Papers:
2.2K
Citations:
1.0W

Organization

H
Huaibei Normal University
Scholars:
2.4K
Papers: 1.6K
Citations: 2.1K
S
Suzhou University
Scholars:
1.1K
Papers: 571
Citations: 17
Q
Qinghai Normal University
Scholars:
967
Papers: 337
Citations: 1.4K
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Cited Papers

Cited Papers

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A Large-Scale Multiobjective Particle Swarm Optimizer With Enhanced Balance of Convergence and Diversity
err2024-03-01
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PREAI
errLi, Dongyang; Wang, Lei; Li, Li; Guo, Weian; Wu, Qidi; Lerch, Alexander
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