Resource allocation in robust scheduling

被引:15
作者
Pang Nansheng [1 ]
Meng Qichen [1 ]
机构
[1] North China Elect Power Univ, Beijing, Peoples R China
基金
中国国家自然科学基金;
关键词
Resource allocation; precedence relation; resource flow network; scheduling robustness; additional constraint; HEURISTICS; STABILITY; ALGORITHM;
D O I
10.1080/01605682.2022.2029593
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
A robust project scheduling based on resource flow network can prevent new resource contentions from adjustments when encountering the uncertainties during the execution. However, the resource flow network will increase the interdependencies of the activities and lower the robustness of the schedule. For this reason, we propose a heuristic resource allocation algorithm of maximizing the use of precedence relation (MaxPR) to optimize the resource allocation schedule. Our contributions are as follows: first, this paper presents a two-stage algorithm to allocate resources. In Stage 1, the activity pairs with precedence relation can be divided into two categories, zero-lag relation and relation with time-lag. Second, the strategy of unavoidable arcs is adopted to allocate resources to the activity pairs without precedence relation in Stage 2. Third, it is also proved by simulation experiments that MaxPR and its multiple allocation strategies will generate less additional constraints compared with other six algorithms. It can also adapt to various network structures, showing the concision and feasibility of this algorithm.
引用
收藏
页码:125 / 142
页数:18
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