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重庆交通大学学报（自然科学版）

重庆交通大学学报（自然科学版） ›› 2009, Vol. 28 ›› Issue (4): 775-779.DOI: 10.3969/j.issn.1674-0696.2009.04.33

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集装箱码头物流作业Agent间的重构

夏新海1,2,唐德华2   

  1. 1.广州航海高等专科学校港航管理系,广东广州510725;2.华南理工大学土木与交通学院,广东广州510640
  • 收稿日期:2009-04-03 修回日期:2009-05-14 出版日期:2009-08-15 发布日期:2015-04-15
  • 作者简介:夏新海(1978—),男,湖北黄冈人,讲师,主要从事交通运输规划、物流管理研究。E-mail:xiaxinha@i126.com。

Reconstruction?of?Logistics?Operation?Agents?of?Port?Container?Terminal

XiA Xin-hai1, 2, TANG De-hua2   

  1. 1.?Department?of?Port?＆?Shipping?Management,Guangzhou?Marine?College,?Guangdong?Guangzhou?510725?,China;?2.?School?of?Civil?Engineering?＆?Transportation,?South?China?University?of?Technology,?Guangdong?Guangzhou?510640,?China
  • Received:2009-04-03 Revised:2009-05-14 Online:2009-08-15 Published:2015-04-15

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摘要： 在介绍集装箱码头物流作业流程的基础上,通过引入计算Agent和作业角色Agent,构建了基于Multi??Agent 的集装箱码头物流作业重构系统框架和结构,研究了重构中作业角色Agent的工作过程,用强化学习算法设计了作 业角色Agent;构造了在基于Multi??Agent的集装箱码头物流作业重构中计算Agent重构模型,并用双层规划理论实 现了相邻作业角色Agent的协调。以集装箱码头集卡作业和岸桥作业两相邻作业重构为例说明了重构是有效的, 有利于提高集装箱码头物流作业系统的可靠性和协调性。

关键词: Multi??Agent, 重构, 协调, 集装箱码头, 物流

Abstract: After?introducing?the?operation?process?of?port?container?terminal,?the?structure?of?logistics?operation?reconstruction?system?based?on?Multi-Agent?of?container?terminal?is?established?by?adopting?the?computation?agent?and?role?agent.?The?working?process?of?operation?role?agent?in?reconstruction?is?investigated,?and?the?operation?role?agent?is?designed?by?rein-?forcement?learning?algorithm.?Then?computation?agent?model?in?reconstruction?is?expounded.?Furthermore,?the?coordination?of?adjacent?operation?agent?roles?is?realized?by?the?bi-level?programming?theory.?Finally,?a?case?study?of?the?adjacent?operation?reconstruction?of?container?truck?operation?and?offshore?operation?at?one?port?container?terminal?testifies?the?effectiveness?of?the?reconstruction,?which?is?useful?to?improve?the?reliability?and?the?coordination?of?port?container?terminal?logistics?operation?system.

Key words: Multi-Agent , reconstruction , coordination , port container terminal ;logistics ;

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