DesignX: Human-Competitive Algorithm Designer for Black-Box Optimization

DesignX: Human-Competitive Algorithm Designer for Black-Box Optimization

23 May 2025

Papers citing "DesignX: Human-Competitive Algorithm Designer for Black-Box Optimization"

16 / 16 papers shown

Title
Meta-Black-Box-Optimization through Offline Q-function Learning Zeyuan Ma Zhiguang Cao Zhou Jiang Hongshu Guo Jiawei Liu OffRL 15 2 0 04 May 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 68 4 0 23 Mar 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 224 4 0 01 Nov 2024
Auto-configuring Exploration-Exploitation Tradeoff in Evolutionary Computation via Deep Reinforcement Learning Zeyuan Ma Jiacheng Chen Hongshu Guo Yining Ma Yue-Jiao Gong 68 9 0 12 Apr 2024
LLaMoCo: Instruction Tuning of Large Language Models for Optimization Code Generation Zeyuan Ma Hongshu Guo Jiacheng Chen Guojun Peng Zhiguang Cao Yining Ma Yue-Jiao Gong SyDa ALM 53 19 0 02 Mar 2024
B2Opt: Learning to Optimize Black-box Optimization with Little Budget Xiaobin Li K. Wu Xiaoyu Zhang Handing Wang Qingbin Liu 44 11 0 24 Apr 2023
GPT-4 Technical Report OpenAI OpenAI OpenAI Josh Achiam Steven Adler Sandhini Agarwal Lama Ahmad ... Shengjia Zhao Tianhao Zheng Juntang Zhuang William Zhuk Barret Zoph LLMAG MLLM 631 13,788 0 15 Mar 2023
MMES: Mixture Model based Evolution Strategy for Large-Scale Optimization Xiaoyu He Zibin Zheng Yuren Zhou 29 32 0 15 Mar 2022
Machine Learning for Electronic Design Automation: A Survey Guyue Huang Jingbo Hu Yifan He Jialong Liu Mingyuan Ma ... Yuzhe Ma Haoyu Yang Bei Yu Huazhong Yang Yu Wang 38 228 0 10 Jan 2021
AutoML: A Survey of the State-of-the-Art Xin He Kaiyong Zhao Xiaowen Chu 79 1,440 0 02 Aug 2019
Deep Reinforcement Learning Based Parameter Control in Differential Evolution Mudita Sharma Alexandros Komninos Manuel López-Ibánez D. Kazakov 18 74 0 20 May 2019
Proximal Policy Optimization Algorithms John Schulman Filip Wolski Prafulla Dhariwal Alec Radford Oleg Klimov OffRL 236 18,685 0 20 Jul 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 453 129,831 0 12 Jun 2017
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 759 11,793 0 09 Mar 2017
COCO: A Platform for Comparing Continuous Optimizers in a Black-Box Setting N. Hansen A. Auger Raymond Ros Olaf Mersmann Tea Tušar D. Brockhoff 24 421 0 29 Mar 2016
A Computationally Efficient Limited Memory CMA-ES for Large Scale Optimization I. Loshchilov ODL 33 88 0 21 Apr 2014