A Multi-Agent Optimization Method for Preemptive Resource-Constrained Project Scheduling

Yongyi Shou; Wenjin Hu; Changtao Lai; Ying Ying

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A Multi-Agent Optimization Method for Preemptive Resource-Constrained Project Scheduling

机译：抢先资源受限项目调度的多智能体优化方法

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摘要

A multi-agent optimization method is proposed to solve the preemptive resource-constrained project scheduling problem in which activities are allowed to be preempted no more than once. The proposed method involves a multi-agent system, a negotiation process, and two types of agents (activity agents and schedule agent). The activity agents and the schedule agent negotiate with each other to allocate resources and optimize the project schedule. Computational experiments were conducted using the standard project scheduling problem sets. Compared with prior studies, results of the proposed method are competitive in terms of project makespan. The method can be extended to other preemptive resource-constrained project scheduling problems.

机译：提出了一种多智能体优化方法，解决了先占资源受限的项目调度问题。所提出的方法涉及多代理系统，协商过程以及两种类型的代理（活动代理和调度代理）。活动代理和进度计划代理相互协商以分配资源并优化项目进度。使用标准项目计划问题集进行了计算实验。与以前的研究相比，该方法的结果在项目完成时间方面具有竞争力。该方法可以扩展到其他抢先资源受限的项目计划问题。

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来源
《International journal of information technology project management》 |2019年第1期|21-33|共13页
作者
Yongyi Shou; Wenjin Hu; Changtao Lai; Ying Ying;
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作者单位

School of Management, Zhejiang University, Hangzhou, China;

Zhejiang University, Hangzhou, China;

Zhejiang University, Hangzhou, China;

Zhejiang University, Hangzhou, China;

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原文格式 PDF
正文语种 eng
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关键词
Multi-Agent Optimization; Preemption; Project Scheduling; Resource Constraint;

机译：多智能体优化;抢占;项目调度;资源约束;

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专利

1. A MULTI-OBJECTIVE MULTI-AGENT OPTIMIZATION ALGORITHM FOR THE MULTI-SKILL RESOURCE-CONSTRAINED PROJECT SCHEDULING PROBLEM WITH TRANSFER TIMES [J] . Hosseinian Amir Hossein, Baradaran Vahid RAIRO operations research . 2021,第4期

机译：传输时间的多技能资源受限项目调度问题的多目标多代理优化算法
2. A genetic algorithm for the preemptive and non-preemptive multi-mode resource-constrained project scheduling problem [J] . Van Peteghem V, Vanhoucke M European Journal of Operational Research . 2010,第2期

机译：抢占式和非抢占式多模式资源受限项目调度问题的遗传算法
3. The preemptive stochastic resource-constrained project scheduling problem [J] . Creemers Stefan European Journal of Operational Research . 2019,第1期

机译：先发制人的随机资源受限项目调度问题
4. A note on "a genetic algorithm for the preemptive and non-preemptive multi-mode resource-constrained project scheduling problem" [C] . Yi Han, Jianhu Cai, Ikou Kaku, China-Japan International Conference on Numbers, Intelligence, Manufacturing Technology and Machinery Automation . 2012

机译：关于“抢占抢占和非抢占多模资源受限项目调度问题”的遗传算法的说明
5. Project management and resource-constrained project scheduling using an integer programming approach. [D] . Sandino Neira, Hector Raul. 2003

机译：使用整数编程方法进行项目管理和资源受限的项目计划。
6. Multimode Resource-Constrained Multiple Project Scheduling Problem under Fuzzy Random Environment and Its Application to aLarge Scale Hydropower Construction Project [O] . Jiuping Xu, Cuiying Feng -1

机译：模糊随机环境下的多模式资源受限多项目调度问题及其应用大型水电建设项目
7. Exact Methods for the Preemptive Resource-Constrained Project Scheduling Problem [O] . Verma Sanjay 100

机译：预抢占资源受限项目调度问题的精确方法
8. Resource-Constrained Project Scheduling Under Uncertainty: Models, Algorithms and Applications. [R] . Li, H. 2014

机译：不确定性下资源受限的项目调度：模型，算法和应用。

A Multi-Agent Optimization Method for Preemptive Resource-Constrained Project Scheduling

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