Parallel Genetic Algorithms: A Survey

This report provides a wide-ranging survey of parallel genetic algorithms and reviews a number of approaches that have been adopted to parallelise them and argues that significant performance benefits can be realised by using distributed population structures and selection mechanisms even when the paradigm is implemented on a sequential machine.