2 papers
cs.NE2025
Tracing the Interactions of Modular CMA-ES Configurations Across Problem Landscapes
Ana Nikolikj, Mario Andrés Muñoz, Eva Tuba +1
This paper leverages the recently introduced concept of algorithm footprints to investigate the interplay between algorithm configurations and problem characteristics. Performance…
cs.SE2025
instancespace: a Python Package for Insightful Algorithm Testing through Instance Space Analysis
Yusuf Berdan Güzel, Kushagra Khare, Nathan Harvey +5
Instance Space Analysis is a methodology to evaluate algorithm performance across diverse problem fields. Through visualisation and exploratory data analysis techniques, Instance S…