Permanence for a Generalized Discrete Neural Network System

We prove that the system of difference equations xn+1(i)=λixn(i)+fi(αixn(i+1)−βixn−1(i+1)), i∈{1,2,…,k}, n∈ℕ, (we regard that xn(k+1)=xn(1)) is permanent, provided that αi≥βi, λi+1∈[0,βi/αi), i∈{1,2,…,k}, fi:ℝ→ℝ, i∈{1,2,…,k}, are nondecreasing functions bounded from below and such that there are δi∈...

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Main Author: Stevo Stevic
Format: Article
Language:English
Published: Wiley 2007-01-01
Series:Discrete Dynamics in Nature and Society
Online Access:http://dx.doi.org/10.1155/2007/89413
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author Stevo Stevic
author_facet Stevo Stevic
author_sort Stevo Stevic
collection DOAJ
description We prove that the system of difference equations xn+1(i)=λixn(i)+fi(αixn(i+1)−βixn−1(i+1)), i∈{1,2,…,k}, n∈ℕ, (we regard that xn(k+1)=xn(1)) is permanent, provided that αi≥βi, λi+1∈[0,βi/αi), i∈{1,2,…,k}, fi:ℝ→ℝ, i∈{1,2,…,k}, are nondecreasing functions bounded from below and such that there are δi∈(0,1) and M>0 such that fi(αix)≤δix, i∈{1,2,…,k}, for all x≥M. This result considerably extends the results existing in the literature. The above system is an extension of a two-dimensional discrete neural network system.
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spelling doaj-art-66e8d08024ca4d519b48bc3d0a1c40742025-02-03T05:57:53ZengWileyDiscrete Dynamics in Nature and Society1026-02261607-887X2007-01-01200710.1155/2007/8941389413Permanence for a Generalized Discrete Neural Network SystemStevo Stevic0Mathematical Institute of the Serbian Academy of Science, Knez Mihailova 35/I, Beograd 11000, SerbiaWe prove that the system of difference equations xn+1(i)=λixn(i)+fi(αixn(i+1)−βixn−1(i+1)), i∈{1,2,…,k}, n∈ℕ, (we regard that xn(k+1)=xn(1)) is permanent, provided that αi≥βi, λi+1∈[0,βi/αi), i∈{1,2,…,k}, fi:ℝ→ℝ, i∈{1,2,…,k}, are nondecreasing functions bounded from below and such that there are δi∈(0,1) and M>0 such that fi(αix)≤δix, i∈{1,2,…,k}, for all x≥M. This result considerably extends the results existing in the literature. The above system is an extension of a two-dimensional discrete neural network system.http://dx.doi.org/10.1155/2007/89413
spellingShingle Stevo Stevic
Permanence for a Generalized Discrete Neural Network System
Discrete Dynamics in Nature and Society
title Permanence for a Generalized Discrete Neural Network System
title_full Permanence for a Generalized Discrete Neural Network System
title_fullStr Permanence for a Generalized Discrete Neural Network System
title_full_unstemmed Permanence for a Generalized Discrete Neural Network System
title_short Permanence for a Generalized Discrete Neural Network System
title_sort permanence for a generalized discrete neural network system
url http://dx.doi.org/10.1155/2007/89413
work_keys_str_mv AT stevostevic permanenceforageneralizeddiscreteneuralnetworksystem