Xiwen Cai

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 18

Top Topics

Optimization Problems

Equality And Inequality Constraints

Particle Swarm Optimization

Differential Evolution

Top Venues

Appl. Soft Comput.

Swarm Evol. Comput.

Publications

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 (2023)
Xiwen Cai, Tao Zou, Liang Gao
Surrogate-assisted operator-repeated evolutionary algorithm for computationally expensive multi-objective problems. Appl. Soft Comput. 147 (2023)
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 (2022)
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) (2022)
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) (2021)
Fan Li, Liang Gao, Weiming Shen, Xiwen Cai, Shifeng Huang
A Surrogate-Assisted Offspring Generation Method for Expensive Multi-objective optimization Problems. CEC (2020)
Xiwen Cai, Liang Gao, Xinyu Li
Efficient Generalized Surrogate-Assisted Evolutionary Algorithm for High-Dimensional Expensive Problems. IEEE Trans. Evol. Comput. 24 (2) (2020)
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 (2020)
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 (2020)
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) (2019)
Xiwen Cai, Liang Gao, Fan Li
Surrogate's Optima Assisted Evolutionary Algorithm for Optimization of Expensive Problems. CEC (2019)
Fan Li, Xiwen Cai, Liang Gao
Ensemble of surrogates assisted particle swarm optimization of medium scale expensive problems. Appl. Soft Comput. 74 (2019)
Xiwen Cai, Liang Gao, Fan Li
Sequential approximation optimization assisted particle swarm optimization for expensive problems. Appl. Soft Comput. 83 (2019)
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)
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)
Xiwen Cai, Liang Gao, Xinyu Li, Haobo Qiu
Surrogate-guided differential evolution algorithm for high dimensional expensive problems. Swarm Evol. Comput. 48 (2019)
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) (2019)
Haobo Qiu, Liming Chen, Chen Jiang, Xiwen Cai, Liang Gao
Ensemble of surrogate models using sign based cross validation error. CSCWD (2017)