Design of Multithreaded Estimation of Distribution Algorithms

@inproceedings{Ocenasek2003DesignOM,
  title={Design of Multithreaded Estimation of Distribution Algorithms},
  author={Jiri Ocenasek and Josef Schwarz and Martin Pelikan},
  booktitle={GECCO},
  year={2003}
}
Estimation of Distribution Algorithms (EDAs) use a probabilistic model of promising solutions found so far to obtain new candidate solutions of an optimization problem. This paper focuses on the design of parallel EDAs. More specifically, the paper describes a method for parallel construction of Bayesian networks with local structures in form of decision trees in the Mixed Bayesian Optimization Algorithm. The proposed Multithreaded Mixed Bayesian Optimization Algorithm (MMBOA) is intended for… CONTINUE READING