Hierarchical flexible project scheduling under multi- mode uncertain resources and durations
學年 113
學期 1
發表日期 2024-11-02
作品名稱 Hierarchical flexible project scheduling under multi- mode uncertain resources and durations
作品名稱（其他語言）
著者 Do Hong Nhat, Anh H. G. Nguyen, Nguyen Van Hop
作品所屬單位
出版者
會議名稱 EAI ICRESM 2024 - EAI International Conference on Renewable Energy and Sustainable Manufacturing
會議地點 Ho Chi Minh City, Vietnam
摘要 In this chapter, a hierarchical flexible project scheduling (HFPS) algorithm is proposed to deal with the multi-objective stochastic multi-mode resource-constrained project scheduling (MO-SMRCPSP) problem. Besides utilizing the time-based robust measure (TRM) to cover the variation in activity durations, the HFPS method also takes into account multiple modes and both nonrenewable and renewable resources. The NSGA-II is used to generate the set of candidate project schedules that aim to minimize makespan and maximize TRM. To choose the best project schedule for implementation, the TOPSIS method evaluates these Pareto front solutions. The proposed HFPS approach is tested using the standard datasets from the "Project Scheduling Problems Library" (PSPLIB) to compare with exact solutions. The obtained project schedule performed within approximately 10% of the optimal solution.
關鍵字
語言 en
收錄於
會議性質 國際
校內研討會地點 無
研討會時間 20241102~20241103
通訊作者 Nguyen Van Hop
國別 VNM
公開徵稿
出版型式
出處
SDGS 尊嚴就業與經濟發展,產業創新與基礎設施,負責任的消費與生產