Optimization

A Competitive Swarm Optimizer for Large Scale Optimization
In this paper, a novel competitive swarm optimizer (CSO) for large scale optimization is proposed. The algorithm is fundamentally …
Ran Cheng, Yaochu Jin
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An Efficient Approach to Nondominated Sorting for Evolutionary Multiobjective Optimization
Evolutionary algorithms have been shown to be powerful for solving multiobjective optimization problems, in which nondominated sorting …
Xingyi Zhang, Ye Tian, Ran Cheng, Yaochu Jin
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A Multi-swarm Evolutionary Framework based on a Feedback Mechanism
Most evolutionary algorithms, including particle swarm optimization (PSO) algorithms, involve at least one population (swarm) to …
Ran Cheng, Chaoli Sun, Yaochu Jin
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Simulating Swarm Behaviuors for Optimisation by Learning from Neighbours
Competitive particle swarm optimizer (ComPSO) is a novel swarm intelligence algorithm that does not need any memory. Different from the …
Ran Cheng, Yaochu Jin
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Bisexual Evolution: A Novel Bisexual Evolutionary Framework Based on the Fisher's Runaway Process
Sexual reproduction plays an important role in evolution. However, in classic genetic algorithms(GAs), the evolutionary process is only …
Ran Cheng, Min Yao, Xiaowei Xue, Bin Shen
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