A multi-agent-based system for two-stage scheduling problem of offshore project

A multi-agent-based system for two-stage scheduling problem of offshore project
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基于多Agent的海上工程两阶段调度问题系统

DOI:
10.1177/1687814017720882
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发表时间:
2017-10
影响因子:
2.1
通讯作者:
Zhou Qinghua
Zhou Qinghua
中科院分区:
工程技术4区
文献类型:
--
作者:
Han Duanfeng;Yang Boxin;Li Jinghua;Wang Jiaxuan;Sun Miaomiao;Zhou Qinghua

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为了提高海上工程调度的有效性和效率,根据海上工程的特点,提出了两阶段调度的数学模型,用于解决大型复杂工程的调度问题。针对两阶段调度问题,提出了一种采用多智能体技术的系统框架,以促进海上工程调度的集成与协作。其次,设计了各个智能体的功能定义和内部结构。设计了两种智能算法分别解决资源冲突和任务分配问题。最后,开发了原型系统,验证了系统的可行性和合理性。
Aimed at enhancing the effectiveness and efficiency for offshore project scheduling, the mathematical model of two-stage scheduling is proposed according to the offshore project characteristics discussed in this article, which is used to solve the scheduling problem of large-scale and complex project. Regarding the two-stage scheduling, a system framework with multi-agent technology is presented to facilitate the integration and cooperation of offshore project scheduling. Next, the functional definition and internal structure of each intelligent agent is designed. Moreover, two kinds of intelligent algorithms have been designed to solve the resource conflicts and task assignment, respectively. Finally, the prototype system is developed to test the feasibility and rationality.
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