Zum Hauptinhalt springen Zur Suche springen Zur Hauptnavigation springen
Beschreibung
Presenting a study of geometric action functionals (i.e., non-negative functionals on the space of unparameterized oriented rectifiable curves), this monograph focuses on the subclass of those functionals whose local action is a degenerate type of Finsler metric that may vanish in certain directions, allowing for curves with positive Euclidean length but with zero action. For such functionals, criteria are developed under which there exists a minimum action curve leading from one given set to another. Then the properties of this curve are studied, and the non-existence of minimizers is established in some settings.
Applied to a geometric reformulation of the quasipotential of Wentzell-Freidlin theory (a subfield of large deviation theory), these results can yield the existence and properties of maximum likelihood transition curves between two metastable states in a stochastic process with small noise.
The book assumes only standard knowledge in graduate-level analysis; all higher-level mathematical concepts are introduced along the way.
Presenting a study of geometric action functionals (i.e., non-negative functionals on the space of unparameterized oriented rectifiable curves), this monograph focuses on the subclass of those functionals whose local action is a degenerate type of Finsler metric that may vanish in certain directions, allowing for curves with positive Euclidean length but with zero action. For such functionals, criteria are developed under which there exists a minimum action curve leading from one given set to another. Then the properties of this curve are studied, and the non-existence of minimizers is established in some settings.
Applied to a geometric reformulation of the quasipotential of Wentzell-Freidlin theory (a subfield of large deviation theory), these results can yield the existence and properties of maximum likelihood transition curves between two metastable states in a stochastic process with small noise.
The book assumes only standard knowledge in graduate-level analysis; all higher-level mathematical concepts are introduced along the way.
Zusammenfassung

Explores the non-standard geometric view of the Wentzell-Freidlin theory of rare transition events

The general geometric framework may spawn applications outside of probability theory

Key results and their explanations are well-separated from the necessary technical proofs, making it easy to quickly use the proven existence criteria in practice

Includes many intuitive examples with color illustrations

Only a knowledge of graduate level analysis is required; all non-standard concepts are introduced as needed

Provides detailed complete proofs that do not require any additional work by the reader to fill the gaps

Includes supplementary material: [...]

Inhaltsverzeichnis

Preface.- Acknowledgements.- Acronyms.- Part I: Results.- Introduction.- Geometric Action Functionals.- Existence of Minimum Action Curves.- Properties of Minimum Action Curves.- Conclusions.- Some Proofs and Remarks.- Part II: Proofs.- Finding Points with Local Minimizers.- Proof of Lemma 6.1.- Part III: Proof of a Technical Lemma.- Proof of Lemma 6.15: Main Arguments.- Proof of Lemma 6.15: Some Technical Details.- Glossary.- Index.- References.

Details
Erscheinungsjahr: 2015
Fachbereich: Wahrscheinlichkeitstheorie
Genre: Mathematik, Medizin, Naturwissenschaften, Technik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Reihe: Lecture Notes in Mathematics
Inhalt: xv
186 S.
3 s/w Illustr.
11 farbige Illustr.
186 p. 14 illus.
11 illus. in color.
ISBN-13: 9783319177526
ISBN-10: 3319177524
Sprache: Englisch
Herstellernummer: 978-3-319-17752-6
Einband: Kartoniert / Broschiert
Autor: Heymann, Matthias
Auflage: 1st edition 2015
Hersteller: Springer
Springer International Publishing AG
Lecture Notes in Mathematics
Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com
Maße: 235 x 155 x 12 mm
Von/Mit: Matthias Heymann
Erscheinungsdatum: 21.07.2015
Gewicht: 0,318 kg
Artikel-ID: 104798174