Research Repository

Deploying self-organisation to improve task execution in a multi-agent systems

Al-Karkhi, A and Fasli, M (2017) Deploying self-organisation to improve task execution in a multi-agent systems. In: 3rd IEEE International Conference on Cybernetics (CYBCONF), 2017, 2017-06-21 - 2017-06-23, Exeter, UK.

[img]
Preview
Text
CYBConf_2017_Fasli.pdf - Accepted Version

Download (6MB) | Preview

Abstract

This paper discusses how the performance of a network of agents can be improved using a self-organisation technique. The multi-agent network performance can be improved by organizing the agents in clusters. Furthermore, principles of self-organisation can be used to create agent organisations triggered when some of the agents have high load. Hence, busy agents within the network may decide to create an organisation to receive extra support from other less busy agents in order to execute more tasks. The paper presents a simulation based on Repast Simphony that has been used to develop the proposed model and describes a set of experiments showing the performance of the system with and without the self-organisation technique.

Item Type: Conference or Workshop Item (Paper)
Additional Information: Published proceedings: 2017 3rd IEEE International Conference on Cybernetics, CYBCONF 2017 - Proceedings
Subjects: Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Divisions: Faculty of Science and Health > Computer Science and Electronic Engineering, School of
Depositing User: Elements
Date Deposited: 08 Sep 2017 09:56
Last Modified: 08 Sep 2017 09:56
URI: http://repository.essex.ac.uk/id/eprint/20336

Actions (login required)

View Item View Item