Evolutionary Ensemble Strategies for Heuristic Scheduling

An ensemble of single parent evolution strategies voting on the best way to construct solutions to a scheduling problem is presented. The ensemble technique applied is analogous to those described in the machine learning literature. A set of individuals vote on the best way to construct solutions and so collaborate with one another. An experimental study illustrates the superiority of the ensemble strategy over evolutionary strategies where individuals do not collaborate.