BNAIC 2005, The 17th Belgian-Dutch Conference on Artificial Intelligence, Katja Verbeeck, Karl Tuyls, Ann Nowe,

Abstract

Genetic programming (GP) is used to evolve global optimisation test problems. These automatically generated performance metrics are used to show strengths and weaknesses of Particle Swarm Optimization (PSO) and Di#erential Evolution (DE). Knowledge gained will help when choosing maximisers (and their tuning parameters) and in research into new search tools (which might include hyperheuristics)