[Empedocles99]

An Introduction to Genetic Algorithms (Complex Adaptive Systems)

A short read, explains what they are, how they work, and what can go wrong.

[gnok]

Second that. I especially liked the last chapter where the author discusses some implementation techniques to get you going.

Amazon link: http://www.amazon.com/Introduction-Genetic-Algorithms-Comple...