Towards Large Scale Automated Algorithm Design by Integrating Modular Benchmarking Frameworks

12 February 2021

Papers citing "Towards Large Scale Automated Algorithm Design by Integrating Modular Benchmarking Frameworks"

12 / 12 papers shown

Title
Continuous Optimization Benchmarks by Simulation Martin Zaefferer Frederik Rehbach 13 5 0 14 Aug 2020
Benchmarking in Optimization: Best Practice and Open Issues Thomas Bartz-Beielstein Carola Doerr Daan van den Berg Jakob Bossek Sowmya Chandrasekaran ... B. Naujoks Patryk Orzechowski Vanessa Volz Markus Wagner T. Weise 78 112 0 07 Jul 2020
Benchmarking a $(μ+λ)$ Genetic Algorithm with Configurable Crossover Probability Furong Ye Hao Wang Carola Doerr Thomas Bäck 22 13 0 10 Jun 2020
Benchmarking Discrete Optimization Heuristics with IOHprofiler Carola Doerr Furong Ye Naama Horesh Hao Wang O. M. Shir Thomas Bäck 64 72 0 19 Dec 2019
Interpolating Local and Global Search by Controlling the Variance of Standard Bit Mutation Furong Ye Carola Doerr Thomas Bäck 38 24 0 17 Jan 2019
Towards a More Practice-Aware Runtime Analysis of Evolutionary Algorithms E. C. Pinto Carola Doerr 15 36 0 03 Dec 2018
Automated Algorithm Selection: Survey and Perspectives P. Kerschke Holger H. Hoos Frank Neumann Heike Trautmann 26 376 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 27 107 0 11 Oct 2018
Optimal Parameter Choices via Precise Black-Box Analysis Benjamin Doerr Carola Doerr Jing Yang 20 106 0 09 Jul 2018
Fast Genetic Algorithms Benjamin Doerr H. P. Le Régis Makhmara Ta Duy Nguyen 35 204 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 26 421 0 29 Mar 2016
Hyperband: A Novel Bandit-Based Approach to Hyperparameter Optimization Lisha Li Kevin Jamieson Giulia DeSalvo Afshin Rostamizadeh Ameet Talwalkar 169 2,307 0 21 Mar 2016