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

This Third Edition provides the latest tools and techniques that enable computers to learn The Third Edition of this internationally acclaimed publication provi

This text is an introduction to the field of evolutionary computation. It approaches evolution strategies and genetic programming, as instances of a more genera

The first complete overview of evolutionary computing, the collective name for a range of problem-solving techniques based on principles of biological evolution

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