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Preferences of agents in decentralized task allocation
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A multi-agent platform for auction-based allocation of loads in transportation logistics
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This paper describes LS/ATN, Living Systems®Adaptive Transportation Networks, an agent-based solution we have developed to solve transportation problems in the charter business logistics. LS/ATN provides automatic optimization and execution capabilities that extend the existing planning systems accordingly. To describe our solution and analyse its performance, we report on a real case scenario in which transportation requests of a big logistics provider were optimized. Besides describing the agent approach and the LS/ATN features we stress the necessity to integrate such agent system into a real-world IT architecture. Finally, we show that our adaptive solution produces significantly better results in real case scenarios than what achieved with manual optimization of professional dispatchers.