Grant: Discovery Grants Program - Individual
University of Prince Edward Island
$14,000.00
Dynamics of maps with memory, random maps, multi-valued maps and the geometric Markov Renewal processes
EF 2017-18
Résumé
Dynamical systems are mathematical models for many problems in science, engineering, economics,finance and other areas. Complicated chaotic behaviors occur for many of these dynamical system models. Anabsolutely continuous invariant measure (acim) is a powerful tool for the study of chaotic behaviorof discrete dynamical system models. An acim measures asymptotic relative frequencies of points ofchaotic orbits generated by a discrete dynamical system with any initial point. An orbit of a dynamical systemcan be very complicated in deterministic sense, however it may not be chaotic in probabilistic orstatistical sense. An acim is a very useful mathematical tool for the study of long term behavior and their chaotic nature. How do weknow that such an acim exists? If it exists, how can we find acims analytically and numerically? Whatare properties of these acims. These are interesting, important and challenging questions in Ergodic Theory and Dynamical Systems. My long term objective is to contribute largely for the development of theoretical and computational methods via acims and other dynamics. In the next 5 years, I plan to study a number of chaotic discrete dynamicalsystems in one and higher dimensions. Firstly , I will study the existence of infinite acims for afamily of random maps (closed systems). Moreover, we will study absolutely continuous conditional invariant measures and escape rates of thecorresponding open dynamical systems with holes . A random map is a discrete time dynamical system, where one of a number of maps on the state space is selected randomly according to fixed probabilities or position dependent probabilities and applied in each iteration of the process. Random maps have applications in many areas of science and engineering such as in the study of fractals, in modelling interference effects in quantum mechanics, in computing metric entropy, and in forecasting the financial markets. Secondly , I will study dynamics of multi-valued maps . Multi-valued maps play an important role in many area of Science and Engineering such as in chaos synchronization, economics, rigorous effects in quantum mechanics, numerics and differential inclusions. We are interested in existence, approximations and properties of absolutely continuous invariant measures. Thirdly ,I will study dynamics of maps with memory which are two dimensional chaotic dynamical systems generated by one dimensional map via a process which uses current and past information of the one dimensional map. There are many practical situations (such as stock market) where these type of two dimensional dynamical systems are useful mathematical models for analyzing various quantities. We will study SRB measures, acims and other dynamics of maps with memory. Finally , I will study the stability and control of the Geometric Markov Renewal Processes (GMRP). A GMRP is a process for the study of option prices in finance.
Programme
Discovery Grants Program - Individual
Bénéficiaire
Emplacement
Prince Edward Island, Canada
Type de bénéficiaire
Academia
Type
Grant
Source
NSERC's Awards Data
Tel que publié
Application id
RGPIN-2017-05321
Name nom
Islam, MdShafiqul
Department département
Mathematics & Statistics - Mathematics & Statistics
Organization id
88
Institution établissement
University of Prince Edward Island
Province en
Prince Edward Island
Province fr
?le-du-Prince-Édouard
Country en
CANADA
Country fr
CANADA
Fiscal year exercice financier
2017
Competition year année de concours
2017
Award amount
14000
Program id
RGPIN
Program name en
Discovery Grants Program - Individual
Program name fr
Programme de subventions à la découverte - individuelles
Group en
Discovery grants programs
Group fr
Programmes de subventions à la découverte
Committee code
1508
Committee name en
Mathematics and Statistics
Committee name fr
Mathématiques et statistique
Area of application code
1205
Area of application group en
Advancement of knowledge
Area of application group fr
Avancement des connaissances
Area of application en
Mathematical sciences
Area of application fr
Sciences mathématiques
Research subject code
2905
Research subject group en
Pure mathematics
Research subject group fr
Mathématiques pures
Research subject en
Non-linear and global analysis
Research subject fr
Analyse globale et non linéaire
Partie
1
Nb partie
5
Application title
Dynamics of maps with memory, random maps, multi-valued maps and the geometric Markov Renewal processes
Keyword
NSERC
Application summary
Dynamical systems are mathematical models for many problems in science, engineering, economics,finance and other areas. Complicated chaotic behaviors occur for many of these dynamical system models. Anabsolutely continuous invariant measure (acim) is a powerful tool for the study of chaotic behaviorof discrete dynamical system models. An acim measures asymptotic relative frequencies of points ofchaotic orbits generated by a discrete dynamical system with any initial point. An orbit of a dynamical systemcan be very complicated in deterministic sense, however it may not be chaotic in probabilistic orstatistical sense. An acim is a very useful mathematical tool for the study of long term behavior and their chaotic nature. How do weknow that such an acim exists? If it exists, how can we find acims analytically and numerically? Whatare properties of these acims. These are interesting, important and challenging questions in Ergodic Theory and Dynamical Systems. My long term objective is to contribute largely for the development of theoretical and computational methods via acims and other dynamics. In the next 5 years, I plan to study a number of chaotic discrete dynamicalsystems in one and higher dimensions. Firstly , I will study the existence of infinite acims for afamily of random maps (closed systems). Moreover, we will study absolutely continuous conditional invariant measures and escape rates of thecorresponding open dynamical systems with holes . A random map is a discrete time dynamical system, where one of a number of maps on the state space is selected randomly according to fixed probabilities or position dependent probabilities and applied in each iteration of the process. Random maps have applications in many areas of science and engineering such as in the study of fractals, in modelling interference effects in quantum mechanics, in computing metric entropy, and in forecasting the financial markets. Secondly , I will study dynamics of multi-valued maps . Multi-valued maps play an important role in many area of Science and Engineering such as in chaos synchronization, economics, rigorous effects in quantum mechanics, numerics and differential inclusions. We are interested in existence, approximations and properties of absolutely continuous invariant measures. Thirdly ,I will study dynamics of maps with memory which are two dimensional chaotic dynamical systems generated by one dimensional map via a process which uses current and past information of the one dimensional map. There are many practical situations (such as stock market) where these type of two dimensional dynamical systems are useful mathematical models for analyzing various quantities. We will study SRB measures, acims and other dynamics of maps with memory. Finally , I will study the stability and control of the Geometric Markov Renewal Processes (GMRP). A GMRP is a process for the study of option prices in finance.