Workflow process modelling and resource allocation based on polychromatic sets theory

被引:37
作者
Gao, Xinqin [1 ]
Xu, Lida [2 ,3 ,4 ]
Wang, Xueping [5 ]
Li, Yan [1 ]
Yang, Mingshun [1 ]
Liu, Yong [1 ]
机构
[1] Xian Univ Technol, Sch Mech & Precis Instrument Engn, Xian 710048, Peoples R China
[2] Shanghai Jiao Tong Univ, Antai Coll Econ & Management, Shanghai 200052, Peoples R China
[3] Chinese Acad Sci, Inst Comp Technol, Beijing 100190, Peoples R China
[4] Old Dominion Univ, Dept Informat Technol & Decis Sci, Norfolk, VA 23529 USA
[5] Xi An Jiao Tong Univ, Sch Econ & Finance, Xian 710061, Peoples R China
基金
中国博士后科学基金; 中国国家自然科学基金;
关键词
workflow; process model; resource model; polychromatic sets; polychromatic graph; special net structure; hash table; isolation operation; verification algorithm; BUSINESS PROCESS; PLANNING SYSTEM; SUPPLY CHAIN; PATTERNS; DESIGN; IDENTIFICATION; REPRESENTATION; ARCHITECTURE; UML;
D O I
10.1080/17517575.2012.745617
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In workflow management, studying the relationship between workflow process activities and resource allocation is one of the interesting research topics. Polychromatic sets theory (PST) is a relatively new mathematical theory which is especially suitable for treating such problems. Based on PST, this paper proposes a framework of workflow process modelling and resource allocation. As the theoretical foundation, polychromatic sets (PS), polychromatic graph (PG) and isolation operation (IO) of the PS are introduced. Special net structure (SNS), a special PG with colourless nodes and concolourous edges, is also introduced, and a new workflow process model and its verification algorithm are presented. Furthermore, a workflow resource model based on the entity of PS is developed. Based on IO of PS, the allocation mechanism that considers workflow process and workflow resource is proposed. Finally, a case study is provided to demonstrate the effectiveness of the above-mentioned theory and method.
引用
收藏
页码:198 / 226
页数:29
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