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作者 Suzuki, Takashi, author
書名 Mathematical methods for cancer evolution / by Takashi Suzuki
出版項 Singapore : Springer Singapore : Imprint: Springer, 2017
國際標準書號 9789811036712 (electronic bk.)
9789811036705 (paper)
國際標準號碼 10.1007/978-981-10-3671-2 doi
book jacket
說明 1 online resource (vii, 144 pages) : illustrations, digital ; 24 cm
text txt rdacontent
computer c rdamedia
online resource cr rdacarrier
text file PDF rda
系列 Lecture notes on mathematical modelling in the life sciences, 2193-4789
Lecture notes on mathematical modelling in the life sciences
附註 1 Molecular Dynamics -- 2 Amounting the Balance -- 3 Averaging Particle Movements -- 4 Mathematical Analysis
The purpose of this monograph is to describe recent developments in mathematical modeling and mathematical analysis of certain problems arising from cell biology. Cancer cells and their growth via several stages are of particular interest. To describe these events, multi-scale models are applied, involving continuously distributed environment variables and several components related to particles. Hybrid simulations are also carried out, using discretization of environment variables and the Monte Carlo method for the principal particle variables. Rigorous mathematical foundations are the bases of these tools. The monograph is composed of four chapters. The first three chapters are concerned with modeling, while the last one is devoted to mathematical analysis. The first chapter deals with molecular dynamics occurring at the early stage of cancer invasion. A pathway network model based on a biological scenario is constructed, and then its mathematical structures are determined. In the second chapter mathematical modeling is introduced, overviewing several biological insights, using partial differential equations. Transport and gradient are the main factors, and several models are introduced including the Keller-Segel systems. The third chapter treats the method of averaging to model the movement of particles, based on mean field theories, employing deterministic and stochastic approaches. Then appropriate parameters for stochastic simulations are examined. The segment model is finally proposed as an application. In the fourth chapter, thermodynamic features of these models and how these structures are applied in mathematical analysis are examined, that is, negative chemotaxis, parabolic systems with non-local term accounting for chemical reactions, mass-conservative reaction-diffusion systems, and competitive systems of chemotaxis. The monograph concludes with the method of the weak scaling limit applied to the Smoluchowski-Poisson equation
Host Item Springer eBooks
主題 Tumors -- Growth -- Mathematical models
Carcinogenesis -- Mathematical models
Mathematics
Mathematical and Computational Biology
Partial Differential Equations
Alt Author SpringerLink (Online service)
記錄 6 之 11
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