Personalizing Performance Regression Models to Black-Box Optimization Problems

22 April 2021

Papers citing "Personalizing Performance Regression Models to Black-Box Optimization Problems"

6 / 6 papers shown

Title
Exploratory Landscape Analysis is Strongly Sensitive to the Sampling Strategy Quentin Renau Carola Doerr Johann Dréo Benjamin Doerr 90 59 0 19 Jun 2020
Landscape-Aware Fixed-Budget Performance Regression and Algorithm Selection for Modular CMA-ES Variants Anja Jankovic Carola Doerr 34 38 0 17 Jun 2020
Automated Algorithm Selection: Survey and Perspectives P. Kerschke Holger H. Hoos Frank Neumann Heike Trautmann 45 381 0 28 Nov 2018
Automated Algorithm Selection on Continuous Black-Box Problems By Combining Exploratory Landscape Analysis and Machine Learning P. Kerschke Heike Trautmann 67 151 0 24 Nov 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 55 424 0 29 Mar 2016
CMA-ES with Two-Point Step-Size Adaptation Nikolaus Hansen 111 575 0 02 May 2008