Title :
Hybrid Multi-Agent Architecture (HMAA) for meeting scheduling
Author :
Al-Ratrout, Serein ; Siewe, Francois ; Al-Dabbas, Omar ; Al-Fawair, Mai
Author_Institution :
Dept. of Software Eng., Alzytoonah Univ., Jordan
Abstract :
This paper presents a novel multi-agent architecture for meeting scheduling. The proposed architecture is a new Hybrid Multi-Agent Architecture (HMAA) that generates new heuristics for solving NP-hard problems. Moreover, the paper investigates the feasibility of running computationally intensive algorithms on multi-agent architectures while preserving the ability of small agents to run on small devices, including mobile devices. Three experimental groups are conducted in order to test the feasibility of the proposed architecture. The results show that the performance of the proposed architecture is better than those of many existing meeting scheduling frameworks. Moreover, it has been proved that HMAA preserves small agents´ mobility (i.e. the ability to run on small devices) while implementing evolutionary algorithms.
Keywords :
computational complexity; evolutionary computation; heuristic programming; multi-agent systems; scheduling; software agents; software architecture; NP hard problem; evolutionary algorithm; heuristic programming; hybrid multiagent architecture; meeting scheduling; mobile device; Computer architecture; genetic programming; heuristic; meeting scheduling; multiagent;
Conference_Titel :
Systems Signals and Devices (SSD), 2010 7th International Multi-Conference on
Conference_Location :
Amman
Print_ISBN :
978-1-4244-7532-2
DOI :
10.1109/SSD.2010.5585505