Evolutionary Intelligence: An Introduction to Theory and Applications with Matlab

This book gives a good introduction to evolutionary computation for those who are first entering the field and are looking for insight into the underlying mechanisms behind them, emphasizing the scientific and machine learning applications of genetic algorithms instead of applications to optimization and engineering.