Scenario-based stochastic resource allocation with uncertain probability parameters

@article{Fan2017ScenariobasedSR,
  title={Scenario-based stochastic resource allocation with uncertain probability parameters},
  author={Guimei Fan and Haijun Huang},
  journal={J. Systems Science & Complexity},
  year={2017},
  volume={30},
  pages={357-377}
}
The stochastic resource allocation (SRA) problem is an extensive class of combinatorial optimization problems widely existing in complex systems such as communication networks and unmanned systems. In SRA, the ability of a resource to complete a task is described by certain probability, and the objective is to maximize the reward by appropriately assigning available resources to different tasks. This paper is aimed at an important branch of SRA, that is, stochastic SRA (SSRA) for which the… CONTINUE READING