MA-BBOB: A Problem Generator for Black-Box Optimization Using Affine
Combinations and Shifts

MA-BBOB: A Problem Generator for Black-Box Optimization Using Affine Combinations and Shifts

18 December 2023

Diederick Vermetten

Thomas Bäck

Papers citing "MA-BBOB: A Problem Generator for Black-Box Optimization Using Affine Combinations and Shifts"

9 / 9 papers shown

Title
BLADE: Benchmark suite for LLM-driven Automated Design and Evolution of iterative optimisation heuristics Niki van Stein Anna V. Kononova Haoran Yin Thomas Bäck 78 0 0 28 Apr 2025
Toward Automated Algorithm Design: A Survey and Practical Guide to Meta-Black-Box-Optimization Zeyuan Ma Hongshu Guo Yue-Jiao Gong Jun Zhang Kay Chen Tan 136 4 0 01 Nov 2024
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
A Survey of Meta-features Used for Automated Selection of Algorithms for Black-box Single-objective Continuous Optimization Gjorgjina Cenikj Ana Nikolikj Gašper Petelin Niki van Stein Carola Doerr T. Eftimov 59 1 0 08 Jun 2024
A Deep Dive into Effects of Structural Bias on CMA-ES Performance along Affine Trajectories Niki van Stein Sarah L. Thomson Anna V. Kononova 26 0 0 26 Apr 2024
Impact of Training Instance Selection on Automated Algorithm Selection Models for Numerical Black-box Optimization Konstantin Dietrich Diederick Vermetten Carola Doerr P. Kerschke 47 1 0 11 Apr 2024
Using the Empirical Attainment Function for Analyzing Single-objective Black-box Optimization Algorithms Manuel López-Ibánez Diederick Vermetten Johann Dréo Carola Doerr 52 10 0 02 Apr 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 42 0 0 12 Feb 2024
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 49 12 0 18 Jun 2023