BBOB Instance Analysis: Landscape Properties and Algorithm Performance
across Problem Instances

BBOB Instance Analysis: Landscape Properties and Algorithm Performance across Problem Instances

29 November 2022

Diederick Vermetten

Anna V. Kononova

Papers citing "BBOB Instance Analysis: Landscape Properties and Algorithm Performance across Problem Instances"

13 / 13 papers shown

Title
The Pitfalls of Benchmarking in Algorithm Selection: What We Are Getting Wrong G. Petelin Gjorgjina Cenikj 39 0 0 12 May 2025
Landscape-Aware Automated Algorithm Configuration using Multi-output Mixed Regression and Classification Fu Xing Long M. Frenzel Peter Krause M. Gitterle Thomas Bäck Niki van Stein 37 0 0 02 Sep 2024
Generalization Ability of Feature-based Performance Prediction Models: A Statistical Analysis across Benchmarks Ana Nikolikj Ana Kostovska Gjorgjina Cenikj Carola Doerr T. Eftimov 33 2 0 20 May 2024
Impact of spatial transformations on landscape features of CEC2022 basic benchmark problems Haoran Yin Diederick Vermetten Furong Ye Thomas H. W. Bäck Anna V. Kononova 28 0 0 12 Feb 2024
Explainable Benchmarking for Iterative Optimization Heuristics Niki van Stein Diederick Vermetten Anna V. Kononova Thomas Bäck 37 12 0 31 Jan 2024
MA-BBOB: A Problem Generator for Black-Box Optimization Using Affine Combinations and Shifts Diederick Vermetten Furong Ye Thomas Bäck Carola Doerr 21 8 0 18 Dec 2023
MA-BBOB: Many-Affine Combinations of BBOB Functions for Evaluating AutoML Approaches in Noiseless Numerical Black-Box Optimization Contexts Diederick Vermetten Furong Ye Thomas Bäck Carola Doerr 39 11 0 18 Jun 2023
Challenges of ELA-guided Function Evolution using Genetic Programming Fu Xing Long Diederick Vermetten Anna V. Kononova Roman Kalkreuth Kaifeng Yang Thomas Bäck Niki van Stein 33 6 0 24 May 2023
Analysis of modular CMA-ES on strict box-constrained problems in the SBOX-COST benchmarking suite Diederick Vermetten Manuel López-Ibánez Olaf Mersmann Richard Allmendinger Anna V. Kononova 25 5 0 24 May 2023
Modular Differential Evolution Diederick Vermetten Fabio Caraffini Anna V. Kononova Thomas Bäck 28 16 0 19 Apr 2023
Computational and Exploratory Landscape Analysis of the GKLS Generator J. Kůdela M. Juricek 29 5 0 18 Apr 2023
Using Affine Combinations of BBOB Problems for Performance Assessment Diederick Vermetten Furong Ye Carola Doerr 29 11 0 08 Mar 2023
IOHexperimenter: Benchmarking Platform for Iterative Optimization Heuristics Jacob De Nobel Furong Ye Diederick Vermetten Hao Wang Carola Doerr Thomas Bäck 40 41 0 07 Nov 2021