Resource-constrained repetitive project scheduling with soft logic

计算机科学 地铁列车时刻表 调度(生产过程) 约束规划 约束逻辑程序设计 数学优化 约束满足 数学 人工智能 随机规划 操作系统 概率逻辑
作者
Xin Zou,Zhuang Rong
出处
期刊:Engineering, Construction and Architectural Management [Emerald Publishing Limited]
卷期号:32 (4): 2397-2429 被引量:10
标识
DOI:10.1108/ecam-08-2022-0703
摘要

Purpose In 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/approach In 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. Findings When 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/value Available 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.
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