云制造模型下基于公共物品博弈的制造任务调度方法

Tian Bai, Sicheng Liu, Lin Zhang
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引用次数: 6

摘要

在云制造实施和运行过程中,为了提高资源利用率,减少闲置,调度成为一个现实而关键的问题。不同于现有的研究大多关注智能优化算法的场景,本文基于博弈论研究云制造作业调度,提出了公共物品博弈的数学模型。然后,利用BA无标度网络和非合作博弈方法解决了云制造中多作业调度优化问题。最后,通过数值算例验证了该方法的可行性。
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A Manufacturing Task Scheduling Method Based on Public Goods Game on Cloud Manufacturing Model
In order to increase the resource utilization and reduce the idle in the process of implementing and running of cloud manufacturing, scheduling becomes a practical and critical issue. Different from most existing studies that focus on scenarios with intelligent optimization algorithms, this paper studies job scheduling of cloud manufacturing based on game theory, in which mathematical model of the public good game is put forward. Then, the problem of multi-job optimization of scheduling in cloud manufacturing is solved by BA Scale-free network and non-cooperative game. Finally, a numerical example is presented to demenstrate the feasibility of the approach.
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