1. Using simulation to evaluate how multi-agent transportation planners cope with truck breakdowns
- Author
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Máhr, T. (author), Srour, F.J. (author), De Weerdt, M. (author), Máhr, T. (author), Srour, F.J. (author), and De Weerdt, M. (author)
- Abstract
In most real-world settings, a transportation plan requires modifications during execution. A thorough evaluation of transportation planning methods thus requires testing and comparison in a dynamic environment. We give conditions on a simulation environment that follow from this requirement, and propose a multi-agent simulator meeting these conditions. In addition, we propose a new measure that captures robustness in such dynamic settings. The multi-agent simulator and the robustness measure are then used to compare three different transportation methods (two multi-agent planners and one online optimization approach) in settings with release time uncertainty and truck breakdown incidents., Software Computer Technology, Electrical Engineering, Mathematics and Computer Science
- Published
- 2011
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