The impact of hyper-parameter tuning for landscape-aware performance regression and algorithm selection
Author:
Affiliation:
1. Sorbonne Université, Paris, France
2. Jožef Stefan Institute, Ljubljana, Slovenia
Funder
Slovenian Research Agency
Paris Ile de France Region
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3449639.3459406
Reference54 articles.
1. Benchmarking IPOP-CMA-ES-TPA and IPOP-CMA-ES-MSR on the BBOB Noiseless Testbed
2. Benchmarking the local metamodel CMA-ES on the noiseless BBOB'2013 test bed
3. Gaussian Process Surrogate Models for the CMA Evolution Strategy
4. Per instance algorithm configuration of CMA-ES with limited budget
Cited by 14 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. On Constructing Algorithm Portfolios in Algorithm Selection for Computationally Expensive Black-box Optimization in the Fixed-budget Setting;Proceedings of the Genetic and Evolutionary Computation Conference Companion;2024-07-14
2. DoE2Vec: Deep-learning Based Features for Exploratory Landscape Analysis;Proceedings of the Companion Conference on Genetic and Evolutionary Computation;2023-07-15
3. Sensitivity Analysis of RF+clust for Leave-One-Problem-Out Performance Prediction;2023 IEEE Congress on Evolutionary Computation (CEC);2023-07-01
4. AI for Expensive Optimization Problems in Industry;2023 IEEE Conference on Artificial Intelligence (CAI);2023-06
5. FITNESS LANDSCAPE MEASURES FOR ANALYSING THE TOPOLOGY OF THE FEASIBLE REGION OF AN OPTIMISATION PROBLEM;South African Journal of Industrial Engineering;2023
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3