Trajectory-based Algorithm Selection with Warm-starting

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Trajectory-based Algorithm Selection with Warm-starting

13 April 2022

Diederick Vermetten

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Papers citing "Trajectory-based Algorithm Selection with Warm-starting"

19 / 19 papers shown

Title
Algorithm Selection with Probing Trajectories: Benchmarking the Choice of Classifier Model Quentin Renau E. Hart 76 0 0 20 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 282 4 0 01 Nov 2024
ETSformer: Exponential Smoothing Transformers for Time-series Forecasting Gerald Woo Chenghao Liu Doyen Sahoo Akshat Kumar Guosheng Lin AI4TS 90 167 0 03 Feb 2022
Explorative Data Analysis of Time Series based AlgorithmFeatures of CMA-ES Variants Jacob De Nobel Hao Wang Thomas Bäck AI4TS 23 9 0 16 Apr 2021
Tuning as a Means of Assessing the Benefits of New Ideas in Interplay with Existing Algorithmic Modules Jacob De Nobel Diederick Vermetten Hao Wang Carola Doerr Thomas Bäck 53 45 0 25 Feb 2021
Towards Feature-Based Performance Regression Using Trajectory Data Anja Jankovic T. Eftimov Carola Doerr 52 26 0 10 Feb 2021
Reproducibility in Evolutionary Computation Manuel López-Ibánez Juergen Branke L. Paquete 111 32 0 05 Feb 2021
IOHanalyzer: Detailed Performance Analyses for Iterative Optimization Heuristics Hongya Wang Diederick Vermetten Furong Ye Carola Doerr Thomas Bäck 116 48 0 08 Jul 2020
Exploratory Landscape Analysis is Strongly Sensitive to the Sampling Strategy Quentin Renau Carola Doerr Johann Dréo Benjamin Doerr 107 59 0 19 Jun 2020
Towards Dynamic Algorithm Selection for Numerical Black-Box Optimization: Investigating BBOB as a Use Case Diederick Vermetten Hongya Wang Carola Doerr Thomas Bäck 51 15 0 11 Jun 2020
Benchmarking Discrete Optimization Heuristics with IOHprofiler Carola Doerr Furong Ye Naama Horesh Hao Wang O. M. Shir Thomas Bäck 81 72 0 19 Dec 2019
Online Selection of CMA-ES Variants Diederick Vermetten Sander van Rijn Thomas Bäck Carola Doerr 52 26 0 16 Apr 2019
Automated Algorithm Selection: Survey and Perspectives P. Kerschke Holger H. Hoos Frank Neumann Heike Trautmann 51 383 0 28 Nov 2018
IOHprofiler: A Benchmarking and Profiling Tool for Iterative Optimization Heuristics Carola Doerr Hao Wang Furong Ye Sander van Rijn Thomas Bäck 68 108 0 11 Oct 2018
On the Covariance-Hessian Relation in Evolution Strategies O. M. Shir Amir Yehudayoff 34 16 0 10 Jun 2018
Automated Algorithm Selection on Continuous Black-Box Problems By Combining Exploratory Landscape Analysis and Machine Learning P. Kerschke Heike Trautmann 78 152 0 24 Nov 2017
Comprehensive Feature-Based Landscape Analysis of Continuous and Constrained Optimization Problems Using the R-Package flacco P. Kerschke 51 102 0 17 Aug 2017
Evolving the Structure of Evolution Strategies Sander van Rijn Hao Wang M. Leeuwen Thomas Bäck 74 56 0 17 Oct 2016
COCO: A Platform for Comparing Continuous Optimizers in a Black-Box Setting N. Hansen A. Auger Raymond Ros Olaf Mersmann Tea Tušar D. Brockhoff 68 428 0 29 Mar 2016