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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.
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.
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: [...]
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.
| 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 |