Monitoring in a Discrete-Time Nonlinear Age-Structured Population Model with Changing Environment
This paper is a contribution to the modeling–methodological development of the application of mathematical systems theory in population biology. A discrete-time nonlinear Leslie-type model is considered, where both the reproduction and survival rates decrease as the total population size increases....
| Main Authors: | , , , |
|---|---|
| 格式: | info:eu-repo/semantics/article |
| 语言: | English |
| 出版: |
MDPI
2022
|
| 主题: | |
| 在线阅读: | http://hdl.handle.net/10835/13943 |
| _version_ | 1789406465231945728 |
|---|---|
| author | López García, María Inmaculada Varga, Zoltán Gámez Cámara, Manuel Angel Garay, József |
| author_facet | López García, María Inmaculada Varga, Zoltán Gámez Cámara, Manuel Angel Garay, József |
| author_sort | López García, María Inmaculada |
| collection | DSpace |
| description | This paper is a contribution to the modeling–methodological development of the application of mathematical systems theory in population biology. A discrete-time nonlinear Leslie-type model is considered, where both the reproduction and survival rates decrease as the total population size increases. In this context, the monitoring problem means that, from the observation of the size of certain age classes as a function of time, we want to recover (estimate) the whole state process (i.e., the time-dependent size of the rest of the classes). First, for the linearization approach, conditions for the existence and asymptotic stability of a positive equilibrium are obtained, then the discrete-time observer design method is applied to estimate an unknown state trajectory near the equilibrium, where we could observe a single age class. It is also shown how the observer design can be used to detect an unknown change in the environment that affects the population dynamics. The environmental change is supposed to be generated by additional dynamics (exosystem). Now, the Leslie-type model is extended with this exosystem, and the observer design is applied to this extended system. In this way, an estimation can be obtained for different (constant or periodic) environmental changes as well. |
| format | info:eu-repo/semantics/article |
| id | oai:repositorio.ual.es:10835-13943 |
| institution | Universidad de Cuenca |
| language | English |
| publishDate | 2022 |
| publisher | MDPI |
| record_format | dspace |
| spelling | oai:repositorio.ual.es:10835-139432023-04-12T19:37:47Z Monitoring in a Discrete-Time Nonlinear Age-Structured Population Model with Changing Environment López García, María Inmaculada Varga, Zoltán Gámez Cámara, Manuel Angel Garay, József nonlinear Leslie-type model observer design environmental change This paper is a contribution to the modeling–methodological development of the application of mathematical systems theory in population biology. A discrete-time nonlinear Leslie-type model is considered, where both the reproduction and survival rates decrease as the total population size increases. In this context, the monitoring problem means that, from the observation of the size of certain age classes as a function of time, we want to recover (estimate) the whole state process (i.e., the time-dependent size of the rest of the classes). First, for the linearization approach, conditions for the existence and asymptotic stability of a positive equilibrium are obtained, then the discrete-time observer design method is applied to estimate an unknown state trajectory near the equilibrium, where we could observe a single age class. It is also shown how the observer design can be used to detect an unknown change in the environment that affects the population dynamics. The environmental change is supposed to be generated by additional dynamics (exosystem). Now, the Leslie-type model is extended with this exosystem, and the observer design is applied to this extended system. In this way, an estimation can be obtained for different (constant or periodic) environmental changes as well. 2022-09-13T15:34:11Z 2022-09-13T15:34:11Z 2022-07-31 info:eu-repo/semantics/article 2227-7390 http://hdl.handle.net/10835/13943 10.3390/math10152707 en https://www.mdpi.com/2227-7390/10/15/2707 Attribution-NonCommercial-NoDerivatives 4.0 Internacional http://creativecommons.org/licenses/by-nc-nd/4.0/ info:eu-repo/semantics/openAccess MDPI |
| spellingShingle | nonlinear Leslie-type model observer design environmental change López García, María Inmaculada Varga, Zoltán Gámez Cámara, Manuel Angel Garay, József Monitoring in a Discrete-Time Nonlinear Age-Structured Population Model with Changing Environment |
| title | Monitoring in a Discrete-Time Nonlinear Age-Structured Population Model with Changing Environment |
| title_full | Monitoring in a Discrete-Time Nonlinear Age-Structured Population Model with Changing Environment |
| title_fullStr | Monitoring in a Discrete-Time Nonlinear Age-Structured Population Model with Changing Environment |
| title_full_unstemmed | Monitoring in a Discrete-Time Nonlinear Age-Structured Population Model with Changing Environment |
| title_short | Monitoring in a Discrete-Time Nonlinear Age-Structured Population Model with Changing Environment |
| title_sort | monitoring in a discrete-time nonlinear age-structured population model with changing environment |
| topic | nonlinear Leslie-type model observer design environmental change |
| url | http://hdl.handle.net/10835/13943 |
| work_keys_str_mv | AT lopezgarciamariainmaculada monitoringinadiscretetimenonlinearagestructuredpopulationmodelwithchangingenvironment AT vargazoltan monitoringinadiscretetimenonlinearagestructuredpopulationmodelwithchangingenvironment AT gamezcamaramanuelangel monitoringinadiscretetimenonlinearagestructuredpopulationmodelwithchangingenvironment AT garayjozsef monitoringinadiscretetimenonlinearagestructuredpopulationmodelwithchangingenvironment |