论文标题
通过整数线性编程进行有效的资源分配:一个详细的示例
Efficient Resource Allocation through Integer Linear Programming: a detailed example
论文作者
论文摘要
在本文中,我们展示了如何通过整数线性编程(ILP)解决资源分配问题。介绍了一个详细的说明性示例,以及数学模型的详尽概述。也确定所需的向量和矩阵的大小。提出的示例可用于学习学生基于ILP资源分配的基本基础知识。接下来,本文概述了ILP方法与其他资源分配算法相比的特定好处。最后,提供了一个相关的工作部分,并提供相关的参考文献,以供进一步阅读。提供的参考文献包含现代网络和计算基础架构中基于ILP的资源分配的示例。
In this paper, we show how a resource allocation problem can be solved through Integer Linear Programming (ILP). A detailed illustrative example is presented, together with an exhaustive overview of the mathematical model. The size of the required vectors and matrix are determined as well. The presented example can be used to learn students the fundamental basics of ILP-based resource allocation. Next, the specific benefits of the ILP approach compared to other resource allocation algorithms are outlined in this paper. Finally, a related work section is provided with relevant references for further reading. The provided references contain examples of ILP-based resource allocation in modern networks and computing infrastructures.