Resource portfolio problem under relaxed resource dedication policy in multi-mode multi-project scheduling

Umut Besikci, Ümit Bilge, G. Ulusoy
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引用次数: 5

Abstract

The most common approach in the multi-project scheduling literature considers resources as a common pool shared among all projects. However, different resource management strategies may be required for different problem environments. We present the relaxed resource dedication (RRD) policy, which prevents the sharing of resources among projects but allows resource transfers when a project starts after the completion of another one. We treat the case where the available amounts of resources - namely, the capacities - are decision variables subject to a limited budget. This capacity planning problem, called the resource portfolio problem, is investigated under the RRD policy employing both renewable and non-renewable resources with multiple modes of usage. A mixed integer linear programming model to minimise total weighted tardiness is proposed. To obtain some benchmark solutions for this hard problem, the branch and cut procedure of ILOG CPLEX is modified by customised branching strategies, feasible solution generation schemes and valid inequalities.
多模式多项目调度中宽松资源分配策略下的资源组合问题
在多项目调度文献中,最常见的方法是将资源视为所有项目共享的公共池。然而,不同的问题环境可能需要不同的资源管理策略。我们提出了宽松的资源分配(RRD)政策,该政策防止项目之间共享资源,但允许在一个项目完成后开始另一个项目时转移资源。我们处理的情况是,现有的资源数额- -即能力- -是受有限预算限制的决策变量。该容量规划问题被称为资源组合问题,在RRD政策下研究了可再生和不可再生资源的多种使用模式。提出了一种最小化总加权延迟的混合整数线性规划模型。采用自定义分支策略、可行解生成方案和有效不等式对ILOG CPLEX的分支和切割过程进行了改进,得到了该难题的一些基准解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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