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Xiwen Cai
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2020 – today
- 2023
- [j14]Xiwen Cai
, Tao Zou, Liang Gao
:
Surrogate-assisted operator-repeated evolutionary algorithm for computationally expensive multi-objective problems. Appl. Soft Comput. 147: 110785 (2023) - [j13]Xiwen Cai
, Gan Ruan
, Bo Yuan
, Liang Gao
:
Complementary surrogate-assisted differential evolution algorithm for expensive multi-objective problems under a limited computational budget. Inf. Sci. 632: 791-814 (2023) - 2022
- [j12]Jiachen Wang, Xiwen Cai, Jiajie Su, Yu Liao, Yingcai Wu
:
What makes a scatterplot hard to comprehend: data size and pattern salience matter. J. Vis. 25(1): 59-75 (2022) - [j11]Fan Li, Yingli Li, Xiwen Cai, Liang Gao
:
A surrogate-assisted hybrid swarm optimization algorithm for high-dimensional computationally expensive problems. Swarm Evol. Comput. 72: 101096 (2022) - 2021
- [j10]Fan Li
, Xiwen Cai, Liang Gao
, Weiming Shen
:
A Surrogate-Assisted Multiswarm Optimization Algorithm for High-Dimensional Computationally Expensive Problems. IEEE Trans. Cybern. 51(3): 1390-1402 (2021) - 2020
- [j9]Fan Li, Weiming Shen
, Xiwen Cai, Liang Gao
, G. Gary Wang:
A fast surrogate-assisted particle swarm optimization algorithm for computationally expensive problems. Appl. Soft Comput. 92: 106303 (2020) - [j8]Zan Yang, Haobo Qiu, Liang Gao
, Xiwen Cai, Chen Jiang
, Liming Chen:
Surrogate-assisted classification-collaboration differential evolution for expensive constrained optimization problems. Inf. Sci. 508: 50-63 (2020) - [j7]Xiwen Cai, Liang Gao
, Xinyu Li
:
Efficient Generalized Surrogate-Assisted Evolutionary Algorithm for High-Dimensional Expensive Problems. IEEE Trans. Evol. Comput. 24(2): 365-379 (2020) - [c4]Fan Li, Liang Gao, Weiming Shen
, Xiwen Cai, Shifeng Huang:
A Surrogate-Assisted Offspring Generation Method for Expensive Multi-objective optimization Problems. CEC 2020: 1-8
2010 – 2019
- 2019
- [j6]Fan Li, Xiwen Cai, Liang Gao
:
Ensemble of surrogates assisted particle swarm optimization of medium scale expensive problems. Appl. Soft Comput. 74: 291-305 (2019) - [j5]Xiwen Cai, Liang Gao
, Fan Li:
Sequential approximation optimization assisted particle swarm optimization for expensive problems. Appl. Soft Comput. 83 (2019) - [j4]Xiwen Cai, Haobo Qiu, Liang Gao
, Chen Jiang
, Xinyu Shao:
An efficient surrogate-assisted particle swarm optimization algorithm for high-dimensional expensive problems. Knowl. Based Syst. 184 (2019) - [j3]Xiwen Cai, Liang Gao
, Xinyu Li, Haobo Qiu:
Surrogate-guided differential evolution algorithm for high dimensional expensive problems. Swarm Evol. Comput. 48: 288-311 (2019) - [j2]Xu-Meng Wang
, Tianlong Gu, Xiaonan Luo, Xiwen Cai
, Tianyi Lao, Wenlong Chen, Yingcai Wu, Jinhui Yu, Wei Chen
:
A User Study on the Capability of Three Geo-Based Features in Analyzing and Locating Trajectories. IEEE Trans. Intell. Transp. Syst. 20(9): 3375-3385 (2019) - [j1]Xiao Xie
, Xiwen Cai
, Junpei Zhou
, Nan Cao
, Yingcai Wu
:
A Semantic-Based Method for Visualizing Large Image Collections. IEEE Trans. Vis. Comput. Graph. 25(7): 2362-2377 (2019) - [c3]Zan Yang, Haobo Qiu, Liang Gao, Chen Jiang
, Liming Chen, Xiwen Cai:
A Novel Surrogate-assisted Differential Evolution for Expensive Optimization Problems with both Equality and Inequality Constraints. CEC 2019: 1688-1695 - [c2]Xiwen Cai, Liang Gao, Fan Li:
Surrogate's Optima Assisted Evolutionary Algorithm for Optimization of Expensive Problems. CEC 2019: 1696-1701 - 2017
- [c1]Haobo Qiu, Liming Chen, Chen Jiang
, Xiwen Cai, Liang Gao:
Ensemble of surrogate models using sign based cross validation error. CSCWD 2017: 526-531
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