Dynamical Systems [electronic resource] : Examples of Complex Behaviour / by Jȭrgen Jost.
Tipo de material: TextoSeries Universitext | UniversitextAnalíticas: Mostrar analíticasEditor: Berlin, Heidelberg : Springer Berlin Heidelberg, 2005Descripción: VIII, 190 p. 65 illus., 15 illus. in color. online resourceTipo de contenido:- text
- computer
- online resource
- 9783540288893
- SpringerLink (Online service)
- Mathematics
- Computer science
- Matrix theory
- Differentiable dynamical systems
- Mathematical optimization
- Economics
- Mathematics
- Dynamical Systems and Ergodic Theory
- Operations Research/Decision Theory
- Economic Theory
- Calculus of Variations and Optimal Control; Optimization
- Linear and Multilinear Algebras, Matrix Theory
- Mathematics of Computing
- 515.39 23
- 515.48 23
- QA313
Stability of dynamical systems, bifurcations, and generic properties -- Discrete invariants of dynamical systems -- Entropy and topological aspects of dynamical systems -- Entropy and metric aspects of dynamical systems -- Entropy and measure theoretic aspects of dynamical systems -- Smooth dynamical systems -- Cellular automata and Boolean networks as examples of discrete dynamical systems.
Our aim is to introduce, explain, and discuss the fundamental problems, ideas, concepts, results, and methods of the theory of dynamical systems and to show how they can be used in speci?c examples. We do not intend to give a comprehensive overview of the present state of research in the theory of dynamical systems, nor a detailed historical account of its development. We try to explain the important results, often neglecting technical re?nements 1 and, usually, we do not provide proofs. One of the basic questions in studying dynamical systems, i.e. systems that evolve in time, is the construction of invariants that allow us to classify qualitative types of dynamical evolution, to distinguish between qualitatively di?erent dynamics, and to studytransitions between di?erent types. Itis also important to ?nd out when a certain dynamic behavior is stable under small perturbations, as well as to understand the various scenarios of instability. Finally, an essential aspect of a dynamic evolution is the transformation of some given initial state into some ?nal or asymptotic state as time proceeds. Thetemporalevolutionofadynamicalsystemmaybecontinuousordiscrete, butitturnsoutthatmanyoftheconceptstobeintroducedareusefulineither case.
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