Handling temporal constraints in interaction protocols for intelligent multi-agent systems

被引:2
|
作者
Qasim, Awais [1 ,2 ]
Iqbal, Sobia [1 ]
Aziz, Zeeshan [2 ]
Kazmi, Syed Asad Raza [1 ]
Munawar, Adeel [3 ]
Gilani, Basit Ali [3 ]
Qasim, Neelam [4 ]
机构
[1] Govt Coll Univ, Dept Comp Sci, Lahore, Pakistan
[2] Univ Salford, Sch Sci Engn & Environm, Salford, Lancs, England
[3] Lahore Garrison Univ, Dept Comp Sci, Lahore, Pakistan
[4] Univ Lahore, Lahore Business Sch, Lahore, Pakistan
关键词
Multi-agent systems; Real-time systems; FIPA performatives; Agents communication; Real-time communication; Interaction protocols;
D O I
10.21307/ijssis-2020-020
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This research focuses on handling temporal constraints in interaction protocols for multi-agent systems. There is a dire need of standardized interaction protocols that can be used to handle timing aspects in real-time multi-agent system's negotiation. The most commonly used Foundation for Intelligent Physical Agents Protocol lacks the appropriate specification in this regard. In real-time systems timing constraint is a major concern for all of its tasks and goals. Agents require real-time responses and must eliminate the possibility of massive communication between them. The timing specification of these real-time multi-agent systems in which agents communicate with each other to achieve their goals within deadline will be of great value for their correct functioning. A high degree of dependability and predictability is expected from real-time software agents. The basis of our work is the standardized interaction protocols to support the communication between agents in real-time environment and this is possible via message passing. By incorporation of well-defined timing parameters in Foundation for Intelligent Physical Agents performatives, we have enabled them to be used in any real-time multi-agent's communication. We demonstrate the usage and effectiveness of our proposed real-time performatives using a case study of monitoring boats in marine reserves in which the agents interact with each other to accomplish their goals.
引用
收藏
页码:1 / 15
页数:15
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