Challenges of ELA-guided Function Evolution using Genetic Programming

Challenges of ELA-guided Function Evolution using Genetic Programming

24 May 2023

Fu Xing Long

Diederick Vermetten

Anna V. Kononova

Roman Kalkreuth

Thomas Bäck

Papers citing "Challenges of ELA-guided Function Evolution using Genetic Programming"

6 / 6 papers shown

Title
Online Meta-learning for AutoML in Real-time (OnMAR) Mia Gerber Anna Sergeevna Bosman J. D. Villiers OffRL 41 0 0 27 Feb 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 32 0 0 02 Sep 2024
Evolving Benchmark Functions to Compare Evolutionary Algorithms via Genetic Programming Yifan He Claus Aranha 18 2 0 21 Mar 2024
MA-BBOB: A Problem Generator for Black-Box Optimization Using Affine Combinations and Shifts Diederick Vermetten Furong Ye Thomas Bäck Carola Doerr 16 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 34 11 0 18 Jun 2023
A Complementarity Analysis of the COCO Benchmark Problems and Artificially Generated Problems Urban Škvorc T. Eftimov Peter Korošec 34 7 0 27 Apr 2021