18 citations · 43 across the 4 of their papers we have counts for
4 papers
Characterising harmful data sources when constructing multi-fidelity surrogate models
Nicolau Andrés-Thió, Mario Andrés Muñoz, Kate Smith-Miles
Surrogate modelling techniques have seen growing attention in recent years when applied to both modelling and optimisation of industrial design problems. These techniques are highl…
Instance Space Analysis of Search-Based Software Testing
Neelofar Neelofar, Kate Smith-Miles, Mario Andres Munoz +1
Search-based software testing (SBST) is now a mature area, with numerous techniques developed to tackle the challenging task of software testing. SBST techniques have shown promisi…
Algorithm Instance Footprint: Separating Easily Solvable and Challenging Problem Instances
Ana Nikolikj, Sašo Džeroski, Mario Andrés Muñoz +3
In black-box optimization, it is essential to understand why an algorithm instance works on a set of problem instances while failing on others and provide explanations of its behav…
An Instance Space Analysis of Constrained Multi-Objective Optimization Problems
Hanan Alsouly, Michael Kirley, Mario Andrés Muñoz
Multi-objective optimization problems with constraints (CMOPs) are generally considered more challenging than those without constraints. This in part can be attributed to the creat…