Stabilization Methods for a Multiagent System with Complex Behaviours

Stabilization Methods for a Multiagent System with Complex Behaviours

The main focus of the paper is the stability analysis of a class of multiagent systems based on an interaction protocol which can generate different types of overall behaviours, from asymptotically stable to chaotic. We present several interpretations of stability and suggest two methods to assess t...

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Main Author: Florin Leon
Format: Article
Language:English
Published: Hindawi Limited 2015-01-01
Series:Computational Intelligence and Neuroscience
Online Access:http://dx.doi.org/10.1155/2015/236285
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spelling doaj-819abd17c1ab44bca2ffb55998784c3d2020-11-25T00:02:14ZengHindawi LimitedComputational Intelligence and Neuroscience1687-52651687-52732015-01-01201510.1155/2015/236285236285Stabilization Methods for a Multiagent System with Complex BehavioursFlorin Leon0Department of Computer Science and Engineering, “Gheorghe Asachi” Technical University of Iaşi, D. Mangeron 27 Street, 700050 Iaşi, RomaniaThe main focus of the paper is the stability analysis of a class of multiagent systems based on an interaction protocol which can generate different types of overall behaviours, from asymptotically stable to chaotic. We present several interpretations of stability and suggest two methods to assess the stability of the system, based on the internal models of the agents and on the external, observed behaviour. Since it is very difficult to predict a priori whether a system will be stable or unstable, we propose three heuristic methods that can be used to stabilize such a system during its execution, with minimal changes to its state.http://dx.doi.org/10.1155/2015/236285
collection DOAJ
language English
format Article
sources DOAJ
author Florin Leon
spellingShingle Florin Leon
Stabilization Methods for a Multiagent System with Complex Behaviours
Computational Intelligence and Neuroscience
author_facet Florin Leon
author_sort Florin Leon
title Stabilization Methods for a Multiagent System with Complex Behaviours
title_short Stabilization Methods for a Multiagent System with Complex Behaviours
title_full Stabilization Methods for a Multiagent System with Complex Behaviours
title_fullStr Stabilization Methods for a Multiagent System with Complex Behaviours
title_full_unstemmed Stabilization Methods for a Multiagent System with Complex Behaviours
title_sort stabilization methods for a multiagent system with complex behaviours
publisher Hindawi Limited
series Computational Intelligence and Neuroscience
issn 1687-5265
1687-5273
publishDate 2015-01-01
description The main focus of the paper is the stability analysis of a class of multiagent systems based on an interaction protocol which can generate different types of overall behaviours, from asymptotically stable to chaotic. We present several interpretations of stability and suggest two methods to assess the stability of the system, based on the internal models of the agents and on the external, observed behaviour. Since it is very difficult to predict a priori whether a system will be stable or unstable, we propose three heuristic methods that can be used to stabilize such a system during its execution, with minimal changes to its state.
url http://dx.doi.org/10.1155/2015/236285
work_keys_str_mv AT florinleon stabilizationmethodsforamultiagentsystemwithcomplexbehaviours
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