Abstract (100 words or less): |  | Fictitious play is a game-theoretic heuristic that has been successfully applied to optimize extremely complex systems. This presentation reviews the fictitious play approach, its application to the optimization of manufacturing systems, and recent efforts to extend the approach to continuous optimization. |