Autonomous control strategies for production logistic processes have already demonstrated their effectiveness on the shop-floor level. This article can be understood as a proof of concept: It is exemplarily shown that a pheromone-based autonomous control strategy can lead to better performance than a central control system when applied to a production network regarding production and transport logistic processes in a holistic way.