Thesis
- Qin, Haoxiang;Xiang, Yi;Zhang, Hainan;Han, Yuyan;Wang, Yuting;Tao, Xinrui;Liu, Yiping,A survey on Quality-Diversity optimization: Approaches, applications, and challenges,Swarm and Evolutionary Computation,2026
- Qin, Haoxiang;Xiang, Yi;Han, Yuyan;Wang, Yuting;Li, Junqing;Pan, Quanke,A knowledge region selection enhanced quality-diversity algorithm for real-world flexible job shop scheduling with Automated Guided Vehicles transportation,Engineering Applications of Artificial Intelligence,2026
- Zhou, Shixuan;Xiang, Yi;Huang, Han;Huang, Pei;Peng, Chaoda;Yang, Xiaowei;Song, Peng,Unsupervised feature selection with evolutionary sparsity,Neural Networks,2025
- 袁中锦;黄翰;向毅;刘方青;郝志峰,融合中文需求文本语义特征的UML活动图自动生成方法,软件学报,2025
- Qin, Haoxiang;Xiang, Yi;Liu, Fangqing;Han, Yuyan;Wang, Yuting,Enhancing Quality-Diversity algorithm by reinforcement learning for Flexible Job Shop Scheduling with transportation constraints,Swarm and Evolutionary Computation,2025
- Zhou, Canmiao;Li, Zifeng;Huang, Han;Xiang, Yi;Liu, Fangqing;Hao, Zhifeng,Enhanced Architecture of Structure Semantics for Syntax-Aware Code Generation,Software: Practice and Experience,2025
- Xiang Yi;Huang Han;Luo Chuan;Yang Xiao-Wei,基于多样性 SAT 求解器和新颖性搜索的软件产品线测试,Journal of Software,2024
- Qin, Haoxiang;Bai, Wenlei;Xiang, Yi;Liu, Fangqing;Han, Yuyan;Wang, Ling,A Self-Adaptive Collaborative Differential Evolution Algorithm for Solving Energy Resource Management Problems in Smart Grids,IEEE Transactions on Evolutionary Computation,2024
- Xiang, Yi;Huang, Han;Li, Sizhe;Li, Miqing;Luo, Chuan;Yang, Xiaowei,Automated Test Suite Generation for Software Product Lines Based on Quality-Diversity Optimization,ACM Transactions on Software Engineering and Methodology,2024
- Qin, Haoxiang;Xiang, Yi;Han, Yuyan;Yan, Xueming,Optimizing Energy-Efficient Flexible Job Shop Scheduling with Transportation Constraints: A Q-Learning Enhanced Quality-Diversity Algorithm,2024
- Qin, Haoxiang;Bai, Wenlei;Xiang, Yi;Liu, Fangqing;Han, Yuyan;Wang, Ling,A Self-Adaptive Collaborative Differential Evolution Algorithm for Solving Energy Resource Management Problems in Smart Grids,IEEE Transactions on Evolutionary Computation,2024
- Xiang, Yi;Yang, Xiaowei;Huang, Han;Wang, Jiahai,Balancing Constraints and Objectives by Considering Problem Types in Constrained Multiobjective Optimization,IEEE Transactions on Cybernetics,2023
- Xiang, Yi;Huang, Han;Zhou, Yuren;Li, Sizhe;Luo, Chuan;Lin, Qingwei;Li, Miqing;Yang, Xiaowei,Search-based Diverse Sampling from Real-world Software Product Lines,2022
- Xia, Xiaoyun;Huang, Zhengxin;Peng, Xue;Chen, Zefeng;Xiang, Yi,Performance analysis of evolutionary algorithm for the maximum internal spanning tree problem,Journal of Supercomputing,2022
- Zhou, Yuren;Chen, Zefeng*;Huang, Zhengxin;Xiang, Yi,A Multiobjective Evolutionary Algorithm Based on Objective-Space Localization Selection,IEEE Transactions on Cybernetics,2022
- Xiang, Yi;Yang, Xiaowei;Huang, Han;Huang, Zhengxin;Li, Miqing,Sampling configurations from software product lines via probability-aware diversification and SAT solving,Automated Software Engineering,2022
- Xiang, Yi;Peng, Xue;Xia, Xiaoyun;Meng, Xianbing;Li, Sizhe;Huang, Han,An Investigation of Decomposition-Based Metaheuristics for Resource-Constrained Multi-objective Feature Selection in?Software Product Lines,2021
- Zhou, Yuren;Xiang, Yi;He, Xiaoyu,Constrained Multiobjective Optimization: Test Problem Construction and Performance Evaluations,IEEE Transactions on Evolutionary Computation,2021
- Zhou, Yuren;Xiang, Yi;He, Xiaoyu,Constrained Multiobjective Optimization: Test Problem Construction and Performance Evaluations,IEEE Transactions on Evolutionary Computation,2021
- Xiang, Yi;Huang, Han;Li, Miqing;Li, Sizhe;Yang, Xiaowei,Looking For Novelty in Search-based Software Product Line Testing,IEEE Transactions on Software Engineering,2021
- Xiang, Yi;Huang, Han;Li, Miqing;Li, Sizhe;Yang, Xiaowei,Looking For Novelty in Search-Based Software Product Line Testing,IEEE Transactions on Software Engineering,2021
- Xiang, Yi;Huang, Han;Li, Miqing;Li, Sizhe;Yang, Xiaowei,Looking For Novelty in Search-Based Software Product Line Testing,IEEE Transactions on Software Engineering,2021
- 向毅,Enhancing Decomposition-based Algorithms by Estimation of Distribution for Constrained Optimal Software Product Selection,IEEE Transactions on Evolutionary Computation,2020
- Xiang, Yi;Zhou, Yuren;Chen, Zefeng;Jun, Zhang,A Many-Objective Particle Swarm Optimizer With Leaders Selected From Historical Solutions by Using Scalar Projections,IEEE Transactions on Cybernetics,2020
- Xiang, Yi;Yang, Xiaowei;Zhou, Yuren;Zheng, Zibin;Li, Miqing;Huang, Han,Going deeper with optimal software products selection using many-objective optimization and satisfiability solvers,Empirical Software Engineering,2020
- Xiang, Yi;Yang, Xiaowei;Zhou, Yuren;Huang, Han,Enhancing Decomposition-Based Algorithms by Estimation of Distribution for Constrained Optimal Software Product Selection,IEEE Transactions on Evolutionary Computation,2020
- Xiang, Yi;Zhou, Yuren;Yang, Xiaowei;Huang, Han,A Many-Objective Evolutionary Algorithm With Pareto-Adaptive Reference Points,IEEE Transactions on Evolutionary Computation,2020
- Yi Xiang;Yuren Zhou;Xiaowei Yang;Han Huang,A Many-Objective Evolutionary Algorithm With Pareto-Adaptive Reference Points,IEEE Transactions on Evolutionary Computation,2020
- Zhou, Yuren;Xiang, Yi;Chen, Zefeng;He, Jun;Wang, Jiahai,A Scalar Projection and Angle-Based Evolutionary Algorithm for Many-Objective Optimization Problems,IEEE Transactions on Cybernetics,2019
- Xiang, Yi;Zhou, Yuren;Tang, Langping;Chen, Zefeng,A Decomposition-Based Many-Objective Artificial Bee Colony Algorithm,IEEE Transactions on Cybernetics,2019
- Zhou, Yuren;He, Xiaoyu;Xiang, Yi;Cai, Shaowei,A set of new multi- and many-objective test problems for continuous optimization and a comprehensive experimental evaluation,Artificial Intelligence,2019
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