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A framework for service enterprise workflow simulation with multi-agents cooperation

机译:具有多主体协作的服务企业工作流仿真框架

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摘要

Process dynamic modelling for service business is the key technique for Service-Oriented information systems and service business management, and the workflow model of business processes is the core part of service systems. Service business workflow simulation is the prevalent approach to be used for analysis of service business process dynamically. Generic method for service business workflow simulation is based on the discrete event queuing theory, which is lack of flexibility and scalability. In this paper, we propose a service workflow-oriented framework for the process simulation of service businesses using multi-agent cooperation to address the above issues. Social rationality of agent is introduced into the proposed framework. Adopting rationality as one social factor for decision-making strategies, a flexible scheduling for activity instances has been implemented. A system prototype has been developed to validate the proposed simulation framework through a business case study.
机译:服务业务的流程动态建模是面向服务的信息系统和服务业务管理的关键技术,业务流程的工作流模型是服务系统的核心部分。服务业务工作流模拟是用于动态分析服务业务流程的流行方法。服务业务工作流仿真的通用方法基于离散事件排队理论,缺乏灵活性和可扩展性。在本文中,我们提出了一种面向服务工作流的框架,用于使用多代理协作解决上述问题的服务业务流程模拟。代理人的社会合理性被引入到提出的框架中。通过将合理性作为决策策略的一个社会因素,已实施了针对活动实例的灵活计划。已经开发了系统原型,以通过业务案例研究来验证建议的仿真框架。

著录项

  • 来源
    《Enterprise information systems》 |2013年第4期|523-542|共20页
  • 作者单位

    School of Computer and Information, Shanghai Second Polytechnic University, Shanghai 201209, China;

    College of Arts and Science, Jianghan University, Wuhan 430056, China;

    Department of Electrical and Computer Engineering, The University of Western Ontario, London, ON, Canada;

    Department of Information Technology and Decision Science, Old Dominion University, Norfolk, VA 23529, USA;

    School of Computer and Information, Shanghai Second Polytechnic University, Shanghai 201209, China;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    service business workflow; process simulation; multi-agents cooperation; social rationality;

    机译:服务业务工作流程;过程模拟;多代理商合作;社会理性;

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