The nonlinear limit control of EDSQOs on finite dimensional simplex

Consensus problems in multi agent systems (MAS) are theoretical aspect convergence of doubly stochastic quadratic operators. This work has presented the dynamic classifications of extreme doubly stochastic quadratic operators (EDSQOs) on finite-dimensional simplex (FDS) based on the limit behaviour...

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Main Authors: Rawad Abdulghafor, Shahrum Shah Abdullah, Sherzod Turaev, Raini Hassan
Format: Article
Language:English
Published: Taylor & Francis Group 2019-10-01
Series:Automatika
Subjects:
Online Access:http://dx.doi.org/10.1080/00051144.2019.1632063
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author Rawad Abdulghafor
Shahrum Shah Abdullah
Sherzod Turaev
Raini Hassan
author_facet Rawad Abdulghafor
Shahrum Shah Abdullah
Sherzod Turaev
Raini Hassan
author_sort Rawad Abdulghafor
collection DOAJ
description Consensus problems in multi agent systems (MAS) are theoretical aspect convergence of doubly stochastic quadratic operators. This work has presented the dynamic classifications of extreme doubly stochastic quadratic operators (EDSQOs) on finite-dimensional simplex (FDS) based on the limit behaviour of the trajectories. The limit behaviour of the trajectories of EDSQOs, on FDS is either in state of convergence, or fixed or periodic. This paper aimed at examining the behaviour of these states. The paper modelled the states and proves theoretically the characteristics of each state. The results indicate that convergence operators converge to the centre $\left( {\frac{1}{m}} \right) $, and EDSQOs point are fixed with two or more points whereas periodic states exhibit sinusoidal behaviour. This work has contributed in understanding the limit of EDSQOs of the exterior initial points as fixed and periodic points developed spread attribute toward a fixed point.
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spelling doaj.art-02a3c297521441258367928aec9cdcb62022-12-22T01:39:55ZengTaylor & Francis GroupAutomatika0005-11441848-33802019-10-0160440441210.1080/00051144.2019.16320631632063The nonlinear limit control of EDSQOs on finite dimensional simplexRawad Abdulghafor0Shahrum Shah Abdullah1Sherzod Turaev2Raini Hassan3International Islamic University MalaysiaMalaysia-Japan International Institute of Technology, Universiti Teknologi MalaysiapusInternational University of SarajevoInternational Islamic University MalaysiaConsensus problems in multi agent systems (MAS) are theoretical aspect convergence of doubly stochastic quadratic operators. This work has presented the dynamic classifications of extreme doubly stochastic quadratic operators (EDSQOs) on finite-dimensional simplex (FDS) based on the limit behaviour of the trajectories. The limit behaviour of the trajectories of EDSQOs, on FDS is either in state of convergence, or fixed or periodic. This paper aimed at examining the behaviour of these states. The paper modelled the states and proves theoretically the characteristics of each state. The results indicate that convergence operators converge to the centre $\left( {\frac{1}{m}} \right) $, and EDSQOs point are fixed with two or more points whereas periodic states exhibit sinusoidal behaviour. This work has contributed in understanding the limit of EDSQOs of the exterior initial points as fixed and periodic points developed spread attribute toward a fixed point.http://dx.doi.org/10.1080/00051144.2019.1632063Dynamic classificationsextreme doubly stochastic quadratic operatorsconvergencefixedperiodicfinite-dimensional simplex
spellingShingle Rawad Abdulghafor
Shahrum Shah Abdullah
Sherzod Turaev
Raini Hassan
The nonlinear limit control of EDSQOs on finite dimensional simplex
Automatika
Dynamic classifications
extreme doubly stochastic quadratic operators
convergence
fixed
periodic
finite-dimensional simplex
title The nonlinear limit control of EDSQOs on finite dimensional simplex
title_full The nonlinear limit control of EDSQOs on finite dimensional simplex
title_fullStr The nonlinear limit control of EDSQOs on finite dimensional simplex
title_full_unstemmed The nonlinear limit control of EDSQOs on finite dimensional simplex
title_short The nonlinear limit control of EDSQOs on finite dimensional simplex
title_sort nonlinear limit control of edsqos on finite dimensional simplex
topic Dynamic classifications
extreme doubly stochastic quadratic operators
convergence
fixed
periodic
finite-dimensional simplex
url http://dx.doi.org/10.1080/00051144.2019.1632063
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