Resource-constrained repetitive project scheduling with soft logic

被引:7
作者
Zou, Xin [1 ]
Rong, Zhuang [2 ]
机构
[1] North China Elect Power Univ, Dept Econ Management, Beijing, Peoples R China
[2] North China Elect Power Univ, Baoding Campus, Baoding, Peoples R China
基金
中国国家自然科学基金;
关键词
Optimization; Scheduling; Project management; Soft logic; PROGRAMMING APPROACH; OPTIMIZATION MODEL; TRADE-OFF; COST; TIME; HEURISTICS;
D O I
10.1108/ECAM-08-2022-0703
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
PurposeIn repetitive projects, repetition offers more possibilities for activity scheduling at the sub-activity level. However, existing resource-constrained repetitive scheduling problem (RCRSP) models assume that there is only one sequence in performing the sub-activities of each activity, resulting in an inefficient resource allocation. This paper proposes a novel repetitive scheduling model for solving RCRSP with soft logic.Design/methodology/approachIn this paper, a constraint programming model is developed to solve the RCRSP using soft logic, aiming at the possible relationship between parallel execution, orderly execution or partial parallel and partial orderly execution of different sub activities of the same activity in repetitive projects. The proposed model integrated crew assignment strategies and allowed continuous or fragmented execution.FindingsWhen solving RCRSP, it is necessary to take soft logic into account. If managers only consider the fixed logic between sub-activities, they are likely to develop a delayed schedule. The practicality and effectiveness of the model were verified by a housing project based on eight different scenarios. The results showed that the constraint programming model outperformed its equivalent mathematical model in terms of solving speed and solution quality.Originality/valueAvailable studies assume a fixed logic between sub-activities of the same activity in repetitive projects. However, there is no fixed construction sequence between sub-activities for some projects, e.g. hotel renovation projects. Therefore, this paper considers the soft logic relationship between sub-activities and investigates how to make the objective optimal without violating the resource availability constraint.
引用
收藏
页码:2397 / 2429
页数:33
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