<電子ブック>
Stochastic Dynamics in Computational Biology / by Stefanie Winkelmann, Christof Schütte
(Frontiers in Applied Dynamical Systems: Reviews and Tutorials. ISSN:23644931)
版 | 1st ed. 2020. |
---|---|
出版者 | Cham : Springer International Publishing : Imprint: Springer |
出版年 | 2020 |
本文言語 | 英語 |
大きさ | XVIII, 272 p. 55 illus., 46 illus. in color : online resource |
著者標目 | *Winkelmann, Stefanie author Schütte, Christof author SpringerLink (Online service) |
件 名 | LCSH:Dynamical systems LCSH:Biomathematics FREE:Dynamical Systems FREE:Mathematical and Computational Biology |
一般注記 | Introduction -- Well-mixed stochastic reaction kinetics -- Population scaling -- Temporal scaling -- Spatial scaling -- Summary and Outlook -- Mathematical background 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 HTTP:URL=https://doi.org/10.1007/978-3-030-62387-6 |
目次/あらすじ
所蔵情報を非表示
電子ブック | 配架場所 | 資料種別 | 巻 次 | 請求記号 | 状 態 | 予約 | コメント | ISBN | 刷 年 | 利用注記 | 指定図書 | 登録番号 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
電子ブック | オンライン | 電子ブック |
|
|
Springer eBooks | 9783030623876 |
|
電子リソース |
|
EB00228915 |