Illustrated is a system and method that includes identifying a search space based upon available resources, the search space to be used to satisfy a resource request. The system and method also includes selecting from the search space an initial candidate set, each candidate of the candidate set representing a potential resource allocation to satisfy the resource request. The system and method further includes assigning a fitness score, based upon a predicted performance, to each member of the candidate set. The system and method also includes transforming the candidate set into a fittest candidate set, the fittest candidate set having a best predicted performance to satisfy the resource request.