"Multi-objective optimization"

A Parallel Multi-objective Evolutionary Algorithm for Community Detection in Large-scale Complex Networks
Community detection in large-scale complex networks has recently received significant attention as the volume of available data is …
Yansen Su, Kefei Zhou, Xingyi Zhang, Ran Cheng, Chunhou Zheng
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Adaptive Simulated Binary Crossover for Rotated Multi-objective Optimization
Crossover is a crucial operation for generating promising offspring solutions in evolutionary multi-objective optimization. Among …
Linqiang Pan, Wenting Xu, Lianghao Li, Cheng He, Ran Cheng
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Multi-objective Neural Architecture Search with Almost No Training
In the recent past, neural architecture search (NAS) has attracted increasing attention from both academia and industries. Despite the …
Shengran Hu, Ran Cheng, Cheng He, Zhichao Lu
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A Competitive Mechanism Based Multi-objective Particle Swarm Optimizer with Fast Convergence
In the past two decades, multi-objective optimization has attracted increasing interests in the evolutionary computation community, and …
Xingyi Zhang, Xiutao Zheng, Ran Cheng, Jianfeng Qiu, Yaochu Jin
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Data-Driven Surrogate-Assisted Multi-Objective Optimization of Complex Beneficiation Operational Process
Most optimization algorithms suppose that there exist explicit evaluation functions to evaluate the candidate solutions obtained during …
Chengzhi Wang, Jinliang Ding, Ran Cheng, Changxin Liu, Tianyou Chai
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