Title :
A simulation environment for scheduling workflows in multi-agent systems
Author :
Fu-Shiung Hsieh ; Jim-Bon Lin
Author_Institution :
Dept. of Comput. Sci. & Inf., Chaoyang Univ. of Technol., Taichung, Taiwan
fDate :
May 31 2013-June 2 2013
Abstract :
For small flexible enterprises to respond to business opportunities, an effective scheme to facilitate dynamic coalition, sharing of the core competencies and resources and workflow scheduling must be developed. Workflow scheduling in multi-agent systems (MAS) is a challenging problem due to the computational complexity involved, distributed architecture for publication and discovery of services provided by individual agents and dependency of different agents´ workflows. How to develop a problem solver that can be applied in MAS to achieve coherent and consistent workflow schedules that can meet a customer´s order is an important issue. In this paper, we propose a solution methodology for scheduling workflows in MAS. Our solution combines the multi-agent system architecture, contract net protocol and workflow models specified by Petri nets. A problem solver for workflow scheduling in MAS has been implemented.
Keywords :
Petri nets; computational complexity; contracts; multi-agent systems; order processing; problem solving; scheduling; MAS; Petri nets; business opportunities; computational complexity; contract net protocol; customer order; distributed architecture; dynamic coalition; multiagent system architecture; problem solver; service discovery; service publication; simulation environment; small flexible enterprises; workflow models; workflow scheduling; Companies; Dynamic scheduling; Job shop scheduling; Optimization; Processor scheduling; Schedules; multi-agent system; scheduling; workflow;
Conference_Titel :
Advanced Robotics and Intelligent Systems (ARIS), 2013 International Conference on
Conference_Location :
Tainan
Print_ISBN :
978-1-4799-0100-5
DOI :
10.1109/ARIS.2013.6573545