Overfitting is a fundamental problem of most machine learning techniques, including genetic programming (GP). Canary functions have been introduced in the literature as a concept ...
Controller synthesis consists in automatically building controllers taking as inputs observation data and returning outputs guaranteeing that the controlled system satisfies some d...
Common record systems only provide access to individual record fields. However, it is often useful to have generic record combinators, that is, functions that work with complete ...
This paper introduces a novel method of visual learning based on Genetic Programming, which evolves a population of individuals (image analysis programs) that process attributed v...
Abstract. Programming GUIs with conventional GUI APIs is notoriously tedious. In these notes we present the GEC toolkit in which the programmer can create user interfaces without a...
Peter Achten, Marko C. J. D. van Eekelen, Rinus Pl...