Topological dynamic consistency of non-standard finite difference schemes for dynamical systems
Roumen Anguelov, Jean Lubuma, Meir Shillor
Abstract
Roumen Anguelov, Jean Lubuma, Meir Shillor
Abstract
This work expands the mathematical theory which connects continuous dynamical systems and the discrete dynamical systems obtained from the associated numerical schemes. The problem is considered within the setting of Topological Dynamics. The topological dynamic consistency of a family of DDSs and the associated continuous system is defined as topological equivalence between the evolution operator of the continuous system and the set of maps defining the respective DDSs, for all positive time-step sizes. The one-dimensional theory is developed and a few important representative examples are studied in detail. It is found that the design of non-standard topologically dynamically consistent schemes requires some care.
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This work expands the mathematical theory which connects continuous dynamical systems and the discrete dynamical systems obtained from the associated numerical schemes. The problem is considered within the setting of Topological Dynamics. The topological dynamic consistency of a family of DDSs and the associated continuous system is defined as topological equivalence between the evolution operator of the continuous system and the set of maps defining the respective DDSs, for all positive time-step sizes. The one-dimensional theory is developed and a few important representative examples are studied in detail. It is found that the design of non-standard topologically dynamically consistent schemes requires some care.
Key concepts: Dynamical systems theory, Mathematics, Topological dynamics, Consistency (knowledge bases), Equivalence (formal languages), Topology (electrical circuits), Topological conjugacy, Dynamical system (definition)