rning 33.2 Estimation of Distribution Algorithms There is a long history in AI of applying evolution-derived methods to practical problem-solving; John Holland's genetic algorithm No174 initially a theoretical model, has been adapted suc- cessfully to a wide variety of applications (see e.g. the proceedings of