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Hardcover - 9783319412122
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Beschreibung
This thesis explores several interdisciplinary topics at the border of theoretical physics and biology, presenting results that demonstrate the power of methods from statistical physics when applied to neighbouring disciplines. From birth-death processes in switching environments to discussions on the meaning of quasi-potential landscapes in high-dimensional spaces, this thesis is a shining example of the efficacy of interdisciplinary research. The fields advanced in this work include game theory, the dynamics of cancer, and invasion of mutants in resident populations, as well as general contributions to the theory of stochastic processes. The background material provides an intuitive introduction to the theory and applications of stochastic population dynamics, and the use of techniques from statistical physics in their analysis. The thesis then builds on these foundations to address problems motivated by biological phenomena.
Details
| Verlag | Springer International Publishing |
| Ersterscheinung | 12. Juni 2018 |
| Maße | 23.5 cm x 15.5 cm |
| Gewicht | 454 Gramm |
| Format | Softcover |
| ISBN-13 | 9783319822969 |
| Auflage | Softcover reprint of the original 1st ed. 2016 |
| Seiten | 164 |
Schlagwörter
Bioinformatics, Cancer Biology, Cancer Research, Complex Systems, Data-driven Science - Modeling and Theory Building, DV-gestützte Biologie/Bioinformatik, Game Theory, Game Theory - Economics - Social and Behav. Sciences, Kybernetik und Systemtheorie, Mathematical and Computational Biology, Onkologie, Probability Theory, Probability Theory and Stochastic Processes, Spieltheorie, Stochastik, Wahrscheinlichkeitsrechnung und Statistik
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