XAI for Algorithm Configuration and Selection
(2025)
Book Chapter
Thomson, S. L., Hart, E., & Renau, Q. (2025). XAI for Algorithm Configuration and Selection. In N. van Stein, & A. V. Kononova (Eds.), Explainable AI for Evolutionary Computation. Springer. https://doi.org/10.1007/978-981-96-2540-6_6
In this chapter, we consider, formalise, and demonstrate the ways in which XAI can assist or inform algorithm selection and configuration. Reviewing the literature, we notice and taxonomise a much broader and more diverse notion of XAI than is typica... Read More about XAI for Algorithm Configuration and Selection.