Modeling a Fuzzy Resource Allocation Mechanism based on Workflow Nets

被引:2
|
作者
Jeske de Freitas, Joslaine Cristina [1 ]
Julia, Stephane [1 ]
de Rezende, Leiliane Pereira [1 ,2 ]
机构
[1] Univ Fed Uberlandia UFU, Comp Fac, Uberlandia, MG, Brazil
[2] Inst Super Aeronaut & Espace ISAE, DMIA Dept, Toulouse, France
来源
PROCEEDINGS OF THE 18TH INTERNATIONAL CONFERENCE ON ENTERPRISE INFORMATION SYSTEMS, VOL 2 (ICEIS) | 2016年
关键词
Petri Net; Workflow Net; Resource Allocation; Possibility Theory; CPN Tools; PETRI NETS;
D O I
10.5220/0005833505590566
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Colored Petri Nets (CPN) arose from the need to model very large and complex systems, which are found in real industrial applications. The idea behind CPN is to unite the ability to represent synchronization and competition for resources of Petri nets with the expressive power of programming languages, data types and diverse abstraction levels. This work proposes the use of Hierarchical Colored Petri Nets and CPN Tools to model a Workflow net with fuzzy sets delimited by possibility distributions associated with the Petri net models that represent human type resource allocation mechanisms. Additionally, the duration of activities that appear on the routes (control structure) of the Workflow process, will be represented by fuzzy time intervals. Besides, firing rules based on a joint possibility distribution will be used in order to express in a more realistic way the resource allocation mechanisms when human behavior is considered in Workflow activities.
引用
收藏
页码:559 / 566
页数:8
相关论文
共 50 条
  • [21] Complexity of the deadlock problem for Petri nets modeling resource allocation systems
    Liu, Guanjun
    INFORMATION SCIENCES, 2016, 363 : 190 - 197
  • [22] Enterprise Workflow Modeling Based on Priced Timed Petri Nets
    Zheng, Hong
    Li, Litian
    Wang, Bozhi
    Ruan, Tong
    2018 5TH IEEE INTERNATIONAL CONFERENCE ON CYBER SECURITY AND CLOUD COMPUTING (IEEE CSCLOUD 2018) / 2018 4TH IEEE INTERNATIONAL CONFERENCE ON EDGE COMPUTING AND SCALABLE CLOUD (IEEE EDGECOM 2018), 2018, : 106 - 110
  • [23] A Dynamic Resource Allocation Algorithm in Cloud Computing Based on Workflow and Resource Clustering
    Shang, Qinghong
    JOURNAL OF INTERNET TECHNOLOGY, 2021, 22 (02): : 403 - 411
  • [24] Schedulability analysis of workflow based on fuzzy timing constraint Petri nets
    Tian, Feng
    Xing, Keyi
    Li, Renhou
    DYNAMICS OF CONTINUOUS DISCRETE AND IMPULSIVE SYSTEMS-SERIES A-MATHEMATICAL ANALYSIS, 2006, 13 : 708 - 712
  • [25] Soundness of resource-constrained workflow nets
    van Hee, K
    Serebrenik, A
    Sidorova, N
    Voorhoeve, M
    APPLICATIONS AND THEORY OF PETRI NETS 2005, PROCEEDINGS, 2005, 3536 : 250 - 267
  • [26] A fuzzy Petri nets based mechanism for fuzzy rules reasoning
    Yang, SJH
    Chu, WC
    Lee, J
    Huang, WT
    COMPSAC 97 : TWENTY-FIRST ANNUAL INTERNATIONAL COMPUTER SOFTWARE & APPLICATIONS CONFERENCE, 1997, : 438 - 443
  • [27] Workflow resource allocation based on intelligent multi-agents
    Liu, C.H.
    Wang, T.
    Wu, G.F.
    Jisuanji Gongcheng/Computer Engineering, 2001, 27 (03):
  • [28] Resource allocation based on workflow for enhancing the performance of composite service
    Wu, BangYu
    Chi, Chi-Hung
    Chen, Zhe
    2007 IEEE INTERNATIONAL CONFERENCE ON SERVICES COMPUTING, PROCEEDINGS, 2007, : 552 - 559
  • [29] Game Modeling using WorkFlow nets
    de Oliveira, Guilherme Willian
    Julia, Stephane
    Soares Passos, Ligia Maria
    2011 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC), 2011, : 838 - 843
  • [30] Reactive Petri nets for workflow modeling
    Eshuis, R
    Dehnert, J
    APPLICATIONS AND THEORY OF PETRI NETS 2003, PROCEEDINGS, 2003, 2679 : 296 - 315