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Robust Subset Selection by Greedy and Evolutionary Pareto Optimization


May 08, 2022
Chao Bian, Yawen Zhou, Chao Qian


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Neural Network Pruning by Cooperative Coevolution


Apr 12, 2022
Haopu Shang, Jia-Liang Wu, Wenjing Hong, Chao Qian


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Running Time Analysis of the Non-dominated Sorting Genetic Algorithm II (NSGA-II) using Binary or Stochastic Tournament Selection


Mar 22, 2022
Chao Bian, Chao Qian


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An Adaptive and Scalable ANN-based Model-Order-Reduction Method for Large-Scale TO Designs


Mar 20, 2022
Ren Kai Tan, Chao Qian, Dan Xu, Wenjing Ye

* 27 pages, 24 figures 

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HydraText: Multi-objective Optimization for Adversarial Textual Attack


Nov 02, 2021
Shengcai Liu, Ning Lu, Cheng Chen, Chao Qian, Ke Tang


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Result Diversification by Multi-objective Evolutionary Algorithms with Theoretical Guarantees


Oct 18, 2021
Chao Qian, Dan-Xuan Liu, Zhi-Hua Zhou

* 46 pages, 2 figures 

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Multi-objective Evolutionary Algorithms are Generally Good: Maximizing Monotone Submodular Functions over Sequences


Apr 20, 2021
Chao Qian, Dan-Xuan Liu, Chao Feng, Ke Tang


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An adaptive artificial neural network-based generative design method for layout designs


Jan 29, 2021
Chao Qian, Renkai Tan, Wenjing Ye


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Accelerating gradient-based topology optimization design with dual-model neural networks


Sep 14, 2020
Chao Qian, Wenjing Ye


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Multi-objective Evolutionary Algorithms are Still Good: Maximizing Monotone Approximately Submodular Minus Modular Functions


Oct 12, 2019
Chao Qian


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Bayesian Optimization using Pseudo-Points


Oct 12, 2019
Chao Qian, Hang Xiong


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On the Robustness of Median Sampling in Noisy Evolutionary Optimization


Jul 28, 2019
Chao Bian, Chao Qian, Yang Yu

* 19 pages. arXiv admin note: text overlap with arXiv:1810.05045, arXiv:1711.00956 

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Running Time Analysis of the (1+1)-EA for Robust Linear Optimization


Jun 17, 2019
Chao Bian, Chao Qian, Ke Tang

* 17 pages, 1 table 

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Maximizing Monotone DR-submodular Continuous Functions by Derivative-free Optimization


Oct 16, 2018
Yibo Zhang, Chao Qian, Ke Tang


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Analysis of Noisy Evolutionary Optimization When Sampling Fails


Oct 11, 2018
Chao Qian, Chao Bian, Yang Yu, Ke Tang, Xin Yao


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ZOOpt: Toolbox for Derivative-Free Optimization


Feb 06, 2018
Yu-Ren Liu, Yi-Qi Hu, Hong Qian, Yang Yu, Chao Qian


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Maximizing Non-monotone/Non-submodular Functions by Multi-objective Evolutionary Algorithms


Nov 20, 2017
Chao Qian, Yang Yu, Ke Tang, Xin Yao, Zhi-Hua Zhou


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Running Time Analysis of the (1+1)-EA for OneMax and LeadingOnes under Bit-wise Noise


Nov 02, 2017
Chao Qian, Chao Bian, Wu Jiang, Ke Tang


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A Lower Bound Analysis of Population-based Evolutionary Algorithms for Pseudo-Boolean Functions


Jun 10, 2016
Chao Qian, Yang Yu, Zhi-Hua Zhou


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Analyzing Evolutionary Optimization in Noisy Environments


Nov 20, 2013
Chao Qian, Yang Yu, Zhi-Hua Zhou


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Towards Analyzing Crossover Operators in Evolutionary Search via General Markov Chain Switching Theorem


Apr 26, 2012
Yang Yu, Chao Qian, Zhi-Hua Zhou


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