JOURNAL ARTICLE

A surrogate-assisted particle swarm optimization using ensemble learning for expensive problems with small sample datasets

Chaodong FanBo HouJinhua ZhengLeyi XiaoLingzhi Yi

Year: 2020 Journal:   Applied Soft Computing Vol: 91 Pages: 106242-106242   Publisher: Elsevier BV
Keywords:
Surrogate model Benchmark (surveying) Computer science Particle swarm optimization Sample (material) Set (abstract data type) Ensemble learning Evolutionary algorithm Mathematical optimization Machine learning Artificial intelligence Algorithm Mathematics

Metrics

37
Cited By
4.27
FWCI (Field Weighted Citation Impact)
42
Refs
0.95
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Advanced Multi-Objective Optimization Algorithms
Physical Sciences →  Computer Science →  Computational Theory and Mathematics
Metaheuristic Optimization Algorithms Research
Physical Sciences →  Computer Science →  Artificial Intelligence
Evolutionary Algorithms and Applications
Physical Sciences →  Computer Science →  Artificial Intelligence

Related Documents

JOURNAL ARTICLE

An adaptive surrogate-assisted particle swarm optimization for expensive problems

Xue-Mei LiShaojun Li

Journal:   Soft Computing Year: 2021 Vol: 25 (24)Pages: 15051-15065
JOURNAL ARTICLE

Surrogate-Assisted Ensemble Social Learning Particle Swarm Optimization

Xiao-Min HuWenwei SuMin Li

Journal:   2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC) Year: 2021 Pages: 2650-2655
JOURNAL ARTICLE

Committee-Based Active Learning for Surrogate-Assisted Particle Swarm Optimization of Expensive Problems

Handing WangYaochu JinJohn Doherty

Journal:   IEEE Transactions on Cybernetics Year: 2017 Vol: 47 (9)Pages: 2664-2677
JOURNAL ARTICLE

Dual-Surrogate-Assisted Cooperative Particle Swarm Optimization for Expensive Multimodal Problems

Xinfang JiZhang YonDunwei GongXiaoyan Sun

Journal:   IEEE Transactions on Evolutionary Computation Year: 2021 Vol: 25 (4)Pages: 794-808
© 2026 ScienceGate Book Chapters — All rights reserved.