Gora, Pawel, Boyarsky, Abraham, Li, Zhenyang and Proppe, Harald (2017) Statistical and Deterministic Dynamics of Maps with Memory. Discrete and Continuous Dynamical System - A, 37 (8). pp. 4347-4378. ISSN ISSN: 1078-0947
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Official URL: http://dx.doi.org/10.3934/dcds.2017186
Abstract
We consider a dynamical system to have memory if it remembers the current state as well as the state before that. The dynamics is defined as follows: $x_{n+1}=T_{\alpha }(x_{n-1},x_{n})=\tau (\alpha \cdot x_{n}+(1-\alpha )\cdot x_{n-1}),$ where $\tau$ is a one-dimensional map on $I=[0,1]$ and $0<\alpha <1$ determines how much memory is being used. $T_{\alpha}$ does not define a dynamical system since it maps $U=I\times I$ into $I$. In this note we let $\tau $ to be the symmetric tent map. We shall prove that
for $0<\alpha <0.46,$ the orbits of $\{x_{n}\}$ are described statistically by an absolutely continuous invariant measure (acim) in two dimensions. As $\alpha $ approaches $0.5$ from below, that is, as we approach a balance between the memory state and the present state, the support of the acims become thinner until at $\alpha=0.5$, all points have period 3 or eventually possess period 3. For $0.5<\alpha <0.75$, we have a global attractor: for all starting points in $U$ except $(0,0)$, the orbits are attracted to the fixed point $(2/3,2/3).$ At $\alpha=0.75,$ we have slightly more complicated periodic behavior.
Divisions: | Concordia University > Faculty of Arts and Science > Mathematics and Statistics |
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Item Type: | Article |
Refereed: | Yes |
Authors: | Gora, Pawel and Boyarsky, Abraham and Li, Zhenyang and Proppe, Harald |
Journal or Publication: | Discrete and Continuous Dynamical System - A |
Date: | August 2017 |
Digital Object Identifier (DOI): | 10.3934/dcds.2017186 |
ID Code: | 985780 |
Deposited By: | PAWEL GORA |
Deposited On: | 03 Sep 2019 17:00 |
Last Modified: | 04 Sep 2019 00:00 |
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