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Maximising the Net Present Value for Resource-Constrained Project Scheduling

机译:最大化资源约束项目调度的净现值

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The Resource-constrained Project Scheduling Problem (RCPSP), in which a schedule must obey the resource constraints and the precedence constraints between pairs of activities, is one of the most studied scheduling problems. An important variation of the problem (RCPSPDC) is to find a schedule which maximises the net present value (discounted cash flow), when every activity has a given cash flow associated with it. Given the success of lazy clause generation (LCG) approaches to solve RCPSP with and without generalised precedence relations it seems worthwhile investigating LOG'S use on RCPSPDC. TO do so, we must construct propagators for the net-present-value constraint that explain their propagation to the LCG solver. In this paper we construct three different propagators for net-present-value constraints, and show how they can be used to rapidly solve RCPSPDC.
机译:资源受限的项目调度问题(RCPSP),其中时间表必须遵守资源约束以及对活动对之间的优先约束,是最多研究的调度问题之一。问题的一个重要变化(RCPSPDC)是找到一个计划,该时间表最大化净现值(贴现现金流),当时每项活动都有与其相关的给定现金流量。鉴于Lazy子句的成功(LCG)方法来解决RCPSP,没有广义优先关系,它似乎有值得调查RCPSPDC的日志。为此,我们必须构造用于净值的传播者,以解释它们对LCG求解器的传播。在本文中,我们构建了三种不同的传播者,用于净目前值约束,并展示它们如何用于快速解决RCPSPDC。

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