Use of a genetic algorithm in a distributed resource management software

@article{Dornberger2007UseOA,
  title={Use of a genetic algorithm in a distributed resource management software},
  author={Rolf Dornberger and Lukas Frey and Claudia Schmid},
  journal={2007 IEEE Congress on Evolutionary Computation},
  year={2007},
  pages={2428-2434}
}
Resource management and planning in railway operating companies is a highly complex task. Based on simulation, service planning, vehicle rotation planning, personnel rotation planning and operations management, the resources (e.g. people, vehicles, and infrastructure) must be combined to timetables and rosters. In this work, the development of an optimization agent, using a genetic algorithm, for an existing distributed software product for resource planning (RailOpt) is treated. Main aspects… CONTINUE READING

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