Exploratory Landscape Analysis for Mixed-Variable Problems

26 February 2024

Papers citing "Exploratory Landscape Analysis for Mixed-Variable Problems"

8 / 8 papers shown

Title
SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization Marius Lindauer Katharina Eggensperger Matthias Feurer André Biedenkapp Difan Deng C. Benjamins Tim Ruhopf René Sass Frank Hutter 121 342 0 20 Sep 2021
pymoo: Multi-objective Optimization in Python Julian Blank Kalyanmoy Deb 65 1,251 0 22 Jan 2020
Optuna: A Next-generation Hyperparameter Optimization Framework Takuya Akiba Shotaro Sano Toshihiko Yanase Takeru Ohta Masanori Koyama 663 5,808 0 25 Jul 2019
Automated Algorithm Selection on Continuous Black-Box Problems By Combining Exploratory Landscape Analysis and Machine Learning P. Kerschke Heike Trautmann 75 151 0 24 Nov 2017
Comprehensive Feature-Based Landscape Analysis of Continuous and Constrained Optimization Problems Using the R-Package flacco P. Kerschke 48 101 0 17 Aug 2017
ASlib: A Benchmark Library for Algorithm Selection B. Bischl P. Kerschke Lars Kotthoff Marius Lindauer Y. Malitsky ... Holger Hoos Frank Hutter Kevin Leyton-Brown Kevin Tierney Joaquin Vanschoren 52 222 0 08 Jun 2015
A Study of NK Landscapes' Basins and Local Optima Networks Gabriela Ochoa Marco Tomassini S. Vérel Christian Darabos 132 176 0 20 Oct 2008
CMA-ES with Two-Point Step-Size Adaptation Nikolaus Hansen 114 575 0 02 May 2008