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

被引:62
作者
Tan, Wenan [1 ]
Xu, Wei [2 ]
Yang, Fujun [3 ]
Xu, Lida [4 ]
Jiang, Chuanqun [1 ]
机构
[1] Shanghai Second Polytech Univ, Sch Comp & Informat, Shanghai 201209, Peoples R China
[2] Jianghan Univ, Coll Arts & Sci, Wuhan 430056, Peoples R China
[3] Univ Western Ontario, Dept Elect & Comp Engn, London, ON, Canada
[4] Old Dominion Univ, Dept Informat Technol & Decis Sci, Norfolk, VA 23529 USA
基金
中国国家自然科学基金;
关键词
service business workflow; process simulation; multi-agents cooperation; social rationality; PERFORMANCE; MANAGEMENT; SYSTEMS; METHODOLOGY;
D O I
10.1080/17517575.2012.660503
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
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.
引用
收藏
页码:523 / 542
页数:20
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