ACM Transactions on Evolutionary Learning

On the Use of Quality Diversity Algorithms for the Travelling Thief Problem

Pub Date : 2024-01-17 DOI: 10.1145/3641109 Adel Nikfarjam, Aneta Neumann, Frank Neumann

Evolutionary Optimization with Simplified Helper Task for High-dimensional Expensive Multiobjective Problems

Pub Date : 2024-01-11 DOI: 10.1145/3637065 Xunfeng Wu, Qiuzhen Lin, Junwei Zhou, Songbai Liu, C. C. Coello Coello, Victor C. M. Leung

Multi-Objective Hyperparameter Optimization in Machine Learning – An Overview

Pub Date : 2023-09-05 DOI: 10.1145/3610536 Florian Karl, Tobias Pielok, Julia Moosbauer, Florian Pfisterer, Stefan Coors, Martin Binder, Lennart Schneider, Janek Thomas, Jakob Richter, Michel Lang, E.C. Garrido-Merchán, Juergen Branke, B. Bischl