logo
科言猫学术研究的AI总结
language
手机端手机端
  • Phone Feature微信小程序
简体中文简体中文
notice消息通知
博客博客
delete
arrow
返回

Efficient three-stage surrogate-assisted differential evolution for expensive optimization problems

delete2025-08-20
delete0
PRE
AI
A
Abhishek Kumar
S
Swagatam Das *
V
Václav Snåšel
DOI：10.1016/j.swevo.2025.102093delete
delete原文链接
delete原文求助
delete分享
delete收藏
摘要

摘要

En 中文
• 提出了一种动态搜索策略，用于高效探索搜索空间。 • 结合径向基函数（RBF）和Lipschitz矩阵为基础的代理模型，以指导优化过程。 • 新颖的全变异策略加速收敛并防止停滞。 • 代理辅助局部搜索确保精细优化和速度。
Keyword:
dynamic search strategy
RBF and Lipschitz surrogate model
full mutation strategy
surrogate-assisted local search
efficient exploration

期刊

Swarm and Evolutionary Computation 封面图
Swarm and Evolutionary Computation
IF:
8.5
论文数:
2.2K
被引数:
1.0W

机构

V
VSB-Technical University of Ostrava
学者数:
226
论文数: 127
被引数: 0
I
Indian Statistical Institute
学者数:
1.7K
论文数: 1.8K
被引数: 1.2K
引用论文

引用论文

Variable surrogate model-based particle swarm optimization for high-dimensional expensive problems
errCOMPLEX & INTELLIGENT SYSTEMS
IF4.6
err2022-11-29
err66
errOAAI
errTian, Jie; Hou, Mingdong; Bian, Hongli; Li, Junqing
err分享
err收藏
Efficient hierarchical surrogate-assisted differential evolution for high-dimensional expensive optimization
errInformation Sciences
IF0
err2021-01-01
err0
PREAI
errGuodong Chen; Yong Li; Kai Zhang; Xiaoming Xue; Jian Wang; Qin Luo; Chuanjin Yao; Jun Yao
err分享
err收藏
An Ensemble Surrogate-Based Coevolutionary Algorithm for Solving Large-Scale Expensive Optimization Problems
errIEEE TRANSACTIONS ON CYBERNETICS
IF10.5
err2023-09-01
err8
PREAI
errWu, Xunfeng; Lin, Qiuzhen; Li, Jianqiang; Tan, Kay Chen; Leung, Victor C. M.
err分享
err收藏
Development of particle swarm and topology optimization-based modeling for mandibular distractor plates
errSWARM AND EVOLUTIONARY COMPUTATION
IF8.5
err2020-03-01
err11
PREAI
errSensoy, Abdullah Tahir; Kaymaz, Irfan; Ertas, Umit
err分享
err收藏
The best approximation of a given function in L 2-norm by Lipschitz functions with gradient constraint给定函数在L2范数下的最佳Lipschitz逼近，且具有梯度约束。
errAdvances in Calculus of Variations
IF0
err2025-01-01
err0
PREAI
errBuccheri,Stefano; Leonori,Tommaso; Rossi,Julio D.
err分享
err收藏
A Kriging-assisted Double Population Differential Evolution for Mixed-Integer Expensive Constrained Optimization Problems with Mixed Constraints
errSWARM AND EVOLUTIONARY COMPUTATION
IF8.5
err2024-02-01
err4
PREAI
errLiu, Yuanhao; Yang, Zan; Xu, Danyang; Qiu, Haobo; Gao, Liang
err分享
err收藏
A Hierarchical and Ensemble Surrogate-Assisted Evolutionary Algorithm With Model Reduction for Expensive Many-Objective Optimization一种具有模型降维的分层与集成代理辅助进化算法，用于昂贵多目标优化
errIEEE Transactions on Evolutionary Computation
IF0
err2024-01-01
err0
PREAI
errYang,Qi-Te; Li,Jian-Yu; Zhan,Zhi-Hui; Jiang,Yunliang; Jin,Yaochu; Zhang,Jun
err分享
err收藏
Committee-Based Active Learning for Surrogate-Assisted Particle Swarm Optimization of Expensive Problems
errIEEE TRANSACTIONS ON CYBERNETICS
IF10.5
err2017-09-01
err309
errOAAI
errWang, Handing; Jin, Yaochu; Doherty, John
err分享
err收藏
Conditional Automated Channel Pruning for Deep Neural Networks
errieee signal processing magazine
IF3.9
err2021-01-01
err14
errOAAI
errLiu, Yixin; Guo, Yong; Guo, Jiaxin; Jiang, Luoqian; Chen, Jian
err分享
err收藏
DDEP: Evolutionary pruning using distilled dataset
errInformation Sciences
IF0
err2024-02-01
err0
PREAI
errXingwang Wang; Yafeng Sun; Xinyue Chen; Haixiao Xu
err分享
err收藏
学者 查看更多内容