A self-adaptation scheme for workflow management in multi-agent systems

被引:0
|
作者
Fu-Shiung Hsieh
Jim-Bon Lin
机构
[1] Chaoyang University of Technology,Department of Computer Science and Information Engineering
来源
关键词
Workflow; Holonic system; Multi-agent system; Self-adaptation; Petri nets;
D O I
暂无
中图分类号
学科分类号
摘要
Business processes, operational environment, variability of resources and user needs may change from time to time. An effective workflow management software system must be able to accommodate these changes. The ability to dynamically adapt to changes is a key success factor for workflow management systems. Holonic multi-agent systems (HMS) provide a flexible and reconfigurable architecture to accommodate changes based on dynamic organization and collaboration of autonomous agents. Although HMS provides a potential architecture to accommodate changes, the dynamic organization formed in HMS poses a challenge in the development of a new software development methodology to dynamically compose the services and adapt to changes as needed. This motivates us to study and propose a methodology to design self-adaptive software systems based on the HMS architecture. In this paper, we formulate a workflow adaptation problem (WAP) and propose an interaction mechanism based on contract net protocol (CNP) to find a solution to WAP to compose the services based on HMS. The interaction mechanism relies on a service publication and discovery scheme to find a set of task agents and a set of actor agents to compose the required services in HMS. We propose a viable self-adaptation scheme to reconfigure the agents and the composed services based on cooperation of agents in HMS to accommodate the changes in workflow and capabilities of actors. We propose architecture for our design methodology and present an application scenario to illustrate our idea.
引用
收藏
页码:131 / 148
页数:17
相关论文
共 50 条
  • [41] MAMSY: A Management Tool for Multi-Agent Systems
    Sanchez-Anguix, Victor
    Espinosa, Agustin
    Hernandez, Luis
    Garcia-Fornes, Ana
    [J]. 7TH INTERNATIONAL CONFERENCE ON PRACTICAL APPLICATIONS OF AGENTS AND MULTI-AGENT SYSTEMS (PAAMS 2009), 2009, 55 : 130 - 139
  • [42] Fault-management in multi-agent systems
    Xu, P
    Deters, R
    [J]. 6TH WORLD MULTICONFERENCE ON SYSTEMICS, CYBERNETICS AND INFORMATICS, VOL XV, PROCEEDINGS: MOBILE/WIRELESS COMPUTING AND COMMUNICATION SYSTEMS III, 2002, : 420 - 423
  • [43] Distributed norm management for multi-agent systems
    Vasconcelos, Wamberto W.
    Garcia-Camino, Andres
    Gaertner, Dorian
    Rodriguez-Aguilar, Juan A.
    Noriega, Pablo
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2012, 39 (05) : 5990 - 5999
  • [44] Multi-agent Systems and Cancer Pain Management
    Tyler Alise Le
    Arpi Jivalagian
    Tasneem Hiba
    Joshua Franz
    Shahab Ahmadzadeh
    Treniece Eubanks
    Leisa Oglesby
    Sahar Shekoohi
    Elyse M. Cornett
    Alan D. Kaye
    [J]. Current Pain and Headache Reports, 2023, 27 : 379 - 386
  • [45] A Survey of Multi-Agent Trust Management Systems
    Yu, Han
    Shen, Zhiqi
    Leung, Cyril
    Miao, Chunyan
    Lesser, Victor R.
    [J]. IEEE ACCESS, 2013, 1 : 35 - 50
  • [46] Multi-Agent Systems for Energy Management Introduction
    Amigoni, Francesco
    Gini, Maria
    Ketter, Wolfgang
    [J]. INTEGRATED COMPUTER-AIDED ENGINEERING, 2010, 17 (04) : 271 - 272
  • [47] Temporal Reasoning in Multi-agent Workflow Systems Based on Formal Models
    Hsieh, Fu-Shiung
    Lin, Jim-Bon
    [J]. INTELLIGENT INFORMATION AND DATABASE SYSTEMS (ACIIDS 2012), PT I, 2012, 7196 : 33 - 42
  • [48] Workflow scheduling using multi-agent systems in a dynamically changing environment
    Merdan, M.
    Moser, T.
    Sunindyo, W.
    Biffl, S.
    Vrba, P.
    [J]. JOURNAL OF SIMULATION, 2013, 7 (03) : 144 - 158
  • [49] InDiA: a framework for workflow interoperability support by means of multi-agent systems
    Biegus, L
    Branki, C
    [J]. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2004, 17 (07) : 825 - 839
  • [50] Multi-Agent Systems: A Survey About Its Components, Framework and Workflow
    Maldonado, Diego
    Cruz, Edison
    Abad Torres, Jackeline
    Cruz, Patricio J.
    Gamboa Benitez, Silvana del Pilar
    [J]. IEEE ACCESS, 2024, 12 : 80950 - 80975