Stochastic Dynamics in Computational Biology - Winkelmann, Stefanie;Schütte, Christof
56,99 €
versandkostenfrei*

inkl. MwSt.
Versandfertig in 2-4 Wochen
28 °P sammeln
    Broschiertes Buch

The aim of this book is to provide a well-structured and coherent overview of existing mathematical modeling approaches for biochemical reaction systems, investigating relations between both the conventional models and several types of deterministic-stochastic hybrid model recombinations. Another main objective is to illustrate and compare diverse numerical simulation schemes and their computational effort. Unlike related works, this book presents a broad scope in its applications, from offering a detailed introduction to hybrid approaches for the case of multiple population scales to…mehr

Produktbeschreibung
The aim of this book is to provide a well-structured and coherent overview of existing mathematical modeling approaches for biochemical reaction systems, investigating relations between both the conventional models and several types of deterministic-stochastic hybrid model recombinations. Another main objective is to illustrate and compare diverse numerical simulation schemes and their computational effort. Unlike related works, this book presents a broad scope in its applications, from offering a detailed introduction to hybrid approaches for the case of multiple population scales to discussing the setting of time-scale separation resulting from widely varying firing rates of reaction channels. Additionally, it also addresses modeling approaches for non well-mixed reaction-diffusion dynamics, including deterministic and stochastic PDEs and spatiotemporal master equations. Finally, by translating and incorporating complex theory to a level accessible to non-mathematicians, this book effectively bridges the gap between mathematical research in computational biology and its practical use in biological, biochemical, and biomedical systems.

  • Produktdetails
  • Frontiers in Applied Dynamical Systems: Reviews and Tutorials 8
  • Verlag: Springer / Springer, Berlin
  • Artikelnr. des Verlages: 978-3-030-62386-9
  • 1st ed. 2020
  • Seitenzahl: 292
  • Erscheinungstermin: 5. Januar 2021
  • Englisch
  • Abmessung: 235mm x 155mm x 15mm
  • Gewicht: 450g
  • ISBN-13: 9783030623869
  • ISBN-10: 3030623866
  • Artikelnr.: 60167070
Inhaltsangabe
Introduction.- Well-mixed stochastic reaction kinetics.- Population scaling.- Temporal scaling.- Spatial scaling.- Summary and Outlook.- Mathematical background.