Resource-Constrained Multi-Project Reactive Scheduling Problem With New Project Arrival

• Published in: IEEE Access
• Main Authors: Wuliang Peng, Dongmin Yu, Jiali Lin
• Format: Article
• Language: English
• Published: IEEE 2023-01-01
• Subjects: Project scheduling; reactive scheduling; resource-constrained multi-project scheduling; new project arrival; uncertainty
• Online Access: https://ieeexplore.ieee.org/document/10164087/

Reactive project scheduling is an important branch of project scheduling under uncertainty. This paper proposes a resource-constrained multi-project reactive scheduling problem (RCMPRSP) with new project arrival to minimize the adjustment cost of the baseline schedule while achieving the deterministic multi-project scheduling goal. Although the RCMPRSP aims to minimize the adjustment cost, it adds a constraint to ensure that the reactive schedule is one of the schedules with shortest possible make-span after new project arrival. Therefore, the make-span and cost can both be optimized during when the multi-project schedule must be reactive scheduled due to new project arrival. Therefore, this scheduling problem has two stages. In the first stage, the shortest make-span is obtained by fully rescheduling the multi-project after new project arrival. If the new project has a higher priority, the new project will be prioritized for implementation. Otherwise, the new project will be delayed. In the second stage, the multi-project is rescheduled to minimize the adjustment cost of the baseline schedule after new project arrival. The exact solution is implemented on IBM ILOG CPLEX Optimization Studio. It is found in the experiments that the CPLEX execution efficiency is acceptable for activity numbers below 80. The results of computational experiments demonstrate that the proposed method has distinct advantages over existing methods.