Leveraging Benchmarking Data for Informed One-Shot Dynamic Algorithm
Selection

Leveraging Benchmarking Data for Informed One-Shot Dynamic Algorithm Selection

12 February 2021

Thomas Bäck

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Papers citing "Leveraging Benchmarking Data for Informed One-Shot Dynamic Algorithm Selection"

11 / 11 papers shown

Title
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 a $(μ+λ)$ Genetic Algorithm with Configurable Crossover Probability Furong Ye Hao Wang Carola Doerr Thomas Bäck 27 14 0 10 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 49 26 0 16 Apr 2019
Automated Algorithm Selection: Survey and Perspectives P. Kerschke Holger H. Hoos Frank Neumann Heike Trautmann 48 382 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 65 108 0 11 Oct 2018
Optimal Parameter Choices via Precise Black-Box Analysis Benjamin Doerr Carola Doerr Jing Yang 37 106 0 09 Jul 2018
The (1+ $λ$ ) Evolutionary Algorithm with Self-Adjusting Mutation Rate Benjamin Doerr C. Gießen Carsten Witt Jing Yang 32 74 0 07 Apr 2017
Fast Genetic Algorithms Benjamin Doerr H. P. Le Régis Makhmara Ta Duy Nguyen 40 204 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 60 427 0 29 Mar 2016
ParamILS: An Automatic Algorithm Configuration Framework Frank Hutter Thomas Stuetzle Kevin Leyton-Brown T. Stützle 90 1,067 0 15 Jan 2014