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B2Opt: Learning to Optimize Black-box Optimization with Little Budget
24 April 2023
Xiaobin Li
K. Wu
Xiaoyu Zhang
Handing Wang
Qingbin Liu
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Papers citing
"B2Opt: Learning to Optimize Black-box Optimization with Little Budget"
9 / 9 papers shown
Title
DesignX: Human-Competitive Algorithm Designer for Black-Box Optimization
Hongshu Guo
Zeyuan Ma
Yining Ma
Xinglin Zhang
Wei-Neng Chen
Yue-Jiao Gong
206
0
0
23 May 2025
MetaBox-v2: A Unified Benchmark Platform for Meta-Black-Box Optimization
Zeyuan Ma
Yue-Jiao Gong
Hongshu Guo
Wenjie Qiu
Sijie Ma
...
Zhiyang Huang
Zechuan Huang
Guojun Peng
Ran Cheng
Yining Ma
OffRL
83
0
0
23 May 2025
Advancing CMA-ES with Learning-Based Cooperative Coevolution for Scalable Optimization
Hongshu Guo
Wenjie Qiu
Zeyuan Ma
Wei Wei
Jun Zhang
Jiawei Liu
100
2
0
24 Apr 2025
Accurate Peak Detection in Multimodal Optimization via Approximated Landscape Learning
Zeyuan Ma
Hongqiao Lian
Wenjie Qiu
Yue-Jiao Gong
127
3
0
23 Mar 2025
Reinforcement Learning-based Self-adaptive Differential Evolution through Automated Landscape Feature Learning
Hongshu Guo
Sijie Ma
Zechuan Huang
Yuzhi Hu
Zeyuan Ma
Xinglin Zhang
Yue-Jiao Gong
96
4
0
23 Mar 2025
Surrogate Learning in Meta-Black-Box Optimization: A Preliminary Study
Zeyuan Ma
Zhiyang Huang
Jiacheng Chen
Zhiguang Cao
Yue-Jiao Gong
OffRL
116
3
0
23 Mar 2025
Learning Evolution via Optimization Knowledge Adaptation
Chao Wang
Licheng Jiao
Jiaxuan Zhao
Lingling Li
Fang Liu
Steve Yang
99
1
0
04 Jan 2025
Toward Automated Algorithm Design: A Survey and Practical Guide to Meta-Black-Box-Optimization
Zeyuan Ma
Hongshu Guo
Yue-Jiao Gong
Jun Zhang
Kay Chen Tan
298
5
0
01 Nov 2024
When Large Language Models Meet Evolutionary Algorithms: Potential Enhancements and Challenges
Wang Chao
Jiaxuan Zhao
Licheng Jiao
Lingling Li
Fang Liu
Shuyuan Yang
131
12
0
19 Jan 2024
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