Cloud Service Resource Allocation with Particle Swarm Optimization Algorithm. - Shi Cheng; Lantian Guo; Tao Yang; Jiqiang Feng; Yifei Sun 004; Chang Shao; Qiqi Duan (BIC-TA, 2017)

Visualizing the Search Dynamics in a High-Dimensional Space for a Particle Swarm Optimizer. - Qiqi Duan; Chang Shao; Xiaodong Li 001; Yuhui Shi 001 (SEAL, 2017)

When Cooperative Co-Evolution Meets Coordinate Descent: Theoretically Deeper Understandings and Practically Better Implementations. - Qiqi Duan; Chang Shao; Liang Qu; Yuhui Shi 001; Ben Niu 002 (CEC, 2019)

Hierarchical Decomposition based Cooperative Coevolution for Large-Scale Black-Box Optimization. - Qiqi Duan; Liang Qu; Chang Shao; Yuhui Shi 001 (SSCI, 2019)

Generalized Test Suite for Continuous Dynamic Multi-objective Optimization. - Chang Shao; Qi Zhao; Yuhui Shi 001; Jing Jiang 002 (EMO, 2021)

Parallel Population-Based Simulated Annealing for High-Dimensional Black-Box Optimization. - Youkui Zhang; Qiqi Duan; Chang Shao; Yuhui Shi 001 (SSCI, 2021)

Distributed evolution strategies for large-scale optimization. - Qiqi Duan; Guochen Zhou; Chang Shao; Yijun Yang; Yuhui Shi 001 (GECCO Companion, 2022)

Collective Learning of Low-Memory Matrix Adaptation for Large-Scale Black-Box Optimization. - Qiqi Duan; Guochen Zhou; Chang Shao; Yijun Yang; Yuhui Shi 001 (PPSN (2), 2022)

PyPop7: A Pure-Python Library for Population-Based Black-Box Optimization. - Qiqi Duan; Guochen Zhou; Chang Shao; Zhuowei Wang 003; Mingyang Feng; Yijun Yang; Qi Zhao; Yuhui Shi 001 (CoRR, 2022)

Distributed Evolution Strategies with Multi-Level Learning for Large-Scale Black-Box Optimization. - Qiqi Duan; Chang Shao; Guochen Zhou; Qi Zhao; Yuhui Shi 001 (CoRR, 2023)

Cooperative coevolution for non-separable large-scale black-box optimization: Convergence analyses and distributed accelerations. - Qiqi Duan; Chang Shao; Guochen Zhou; Haobin Yang; Qi Zhao; Yuhui Shi 001 (Appl. Soft Comput., 2024)

Distributed Evolution Strategies With Multi-Level Learning for Large-Scale Black-Box Optimization. - Qiqi Duan; Chang Shao; Guochen Zhou; Minghan Zhang; Qi Zhao; Yuhui Shi 001 (IEEE Trans. Parallel Distributed Syst., 2024)