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Preventive Maintenance Scheduling Problem: Benchmark Instances

We have created a set of 23 preventive maintenance scheduling instances, built from data collected from the power generation industry in Saudi Arabia for the years from 2007 to 2010. Details about the construction of the instances, and initial testing of heuristic optimization algorithms on them, can be found in the 2012 paper listed below. The 2013 paper presents a more advanced approach to tackling the instances.

Papers

  • A. Almakhlafi and J. Knowles. (2013) Systematic Construction of Algorithm Portfolios for a Maintenance Scheduling Problem. Proceedings of IEEE Congress on Evolutionary Computation, pp. 245-252 doi:10.1109/CEC.2013.6557577 Published version at IEEE Xplore
  • A. Almakhlafi and J. Knowles (2012) Benchmarks for Maintenance Scheduling Problems in Power Generation. Proceedings of the IEEE Congress on Evolutionary Computation (CEC2012), pp. 1-8, IEEE Press. IEEE Xplore

Instances

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