Genetic Algorithm is commonly used tool in the field of Artificial Intelligence, and here are examples ready to run on any web browsers that support Java, such as Netscape 3.0 or Microsoft Internet Explorer 3.0 or later.

• GA Optimizer which also gives a nice introduction to how GA works.
• GA Optimizer II another fancier one