Explorative Data Analysis of Time Series based AlgorithmFeatures of
CMA-ES Variants

Explorative Data Analysis of Time Series based AlgorithmFeatures of CMA-ES Variants

16 April 2021

Thomas Bäck

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Papers citing "Explorative Data Analysis of Time Series based AlgorithmFeatures of CMA-ES Variants"

7 / 7 papers shown

Title
A Survey of Meta-features Used for Automated Selection of Algorithms for Black-box Single-objective Continuous Optimization Gjorgjina Cenikj Ana Nikolikj Gašper Petelin Niki van Stein Carola Doerr T. Eftimov 77 1 0 08 Jun 2024
Unlock the Power of Algorithm Features: A Generalization Analysis for Algorithm Selection Xingyu Wu Yan Zhong Jibin Wu Yuxiao Huang Sheng-hao Wu Kay Chen Tan 45 0 0 18 May 2024
On the Utility of Probing Trajectories for Algorithm-Selection Quentin Renau Emma Hart 86 6 0 23 Jan 2024
Large Language Model-Enhanced Algorithm Selection: Towards Comprehensive Algorithm Representation Xingyu Wu Yan Zhong Jibin Wu Bingbing Jiang Kay Chen Tan 91 6 0 22 Nov 2023
Per-run Algorithm Selection with Warm-starting using Trajectory-based Features Ana Kostovska Anja Jankovic Diederick Vermetten Jacob De Nobel Hao Wang T. Eftimov Carola Doerr 82 37 0 20 Apr 2022
The Importance of Landscape Features for Performance Prediction of Modular CMA-ES Variants Ana Kostovska Diederick Vermetten Jannis Brugger Carola Doerr Peter Korošec T. Eftimov 52 9 0 15 Apr 2022
Trajectory-based Algorithm Selection with Warm-starting Anja Jankovic Diederick Vermetten Ana Kostovska Jacob De Nobel T. Eftimov Carola Doerr 82 10 0 13 Apr 2022