2 papers
cs.NE2026
A New Approach to Characterising Optimisation Problems Using Programmatic Representation and Complexity Measures
Marcus Gallagher, Katherine M. Malan
Characterising optimisation problem instances is a fundamental part of understanding the behaviour and performance of different algorithms as well as providing information for algo…
cs.NE2025
A Standardized Benchmark Set of Clustering Problem Instances for Comparing Black-Box Optimizers
Diederick Vermetten, Catalin-Viorel Dinu, Marcus Gallagher
One key challenge in optimization is the selection of a suitable set of benchmark problems. A common goal is to find functions which are representative of a class of real-world opt…