Evolutionary optimisation : a tutorial

Abstract Evolutionary algorithms such as Genetic Algorithms and Evolutionary Strategies have gained wide popularity in the last decades. They have shown their ability to solve complex optimisation problems in a number of fields, including chemistry. In this tutorial, the main ideas are illustrated using a simple example, and general guidelines for the application of these algorithms are given. Pointers to available resources on the World Wide Web are given in the appendix.