This book introduces the new experimentalism in evolutionary computation, providing tools to understand algorithms and programs and their interaction with optim

Evolutionary computation has emerged as a major topic in the scientific community as many of its techniques have successfully been applied to solve problems in

Estimation of Distribution Algorithms: A New Tool for Evolutionary Computation is devoted to a new paradigm for evolutionary computation, named estimation of di

Estimation of Distribution Algorithms (EDAs) are a set of algorithms in the Evolutionary Computation (EC) field characterized by the use of explicit probability

This volume contains the proceedings of the Eurpoean Conference on Machine Learning (ECML-93), continuing the tradition of the five earlier EWSLs (European Work