A Guide to Numerical Modelling in Systems Biology
This book is intended for students of computational systems biology with only a limited background in mathematics. Typical books on systems biology merely mention algorithmic approaches, but without offering a deeper understanding. On the other hand, mathematical books are typically unreadable for c...
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| Định dạng: | Sách |
| Ngôn ngữ: | English |
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Springer
2016
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| Truy cập trực tuyến: | https://scholar.dlu.edu.vn/thuvienso/handle/DLU123456789/59833 |
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oai:scholar.dlu.edu.vn:DLU123456789-598332023-11-11T06:53:08Z A Guide to Numerical Modelling in Systems Biology Deuflhard, Peter Röblitz, Susanna Differential equations Bioinformatics Mathematical models Systems biology This book is intended for students of computational systems biology with only a limited background in mathematics. Typical books on systems biology merely mention algorithmic approaches, but without offering a deeper understanding. On the other hand, mathematical books are typically unreadable for computational biologists. The authors of the present book have worked hard to fill this gap. The result is not a book on systems biology, but on computational methods in systems biology. This book originated from courses taught by the authors at Freie Universität Berlin. The guiding idea of the courses was to convey those mathematical insights that are indispensable for systems biology, teaching the necessary mathematical prerequisites by means of many illustrative examples and without any theorems. The three chapters cover the mathematical modelling of biochemical and physiological processes, numerical simulation of the dynamics of biological networks and identification of model parameters by means of comparisons with real data. Throughout the text, the strengths and weaknesses of numerical algorithms with respect to various systems biological issues are discussed. Web addresses for downloading the corresponding software are also included. 2016-03-15T07:53:19Z 2016-03-15T07:53:19Z 2015 Book 978-3-319-20059-0 978-3-319-20058-3 https://scholar.dlu.edu.vn/thuvienso/handle/DLU123456789/59833 en application/pdf Springer |
| institution |
Thư viện Trường Đại học Đà Lạt |
| collection |
Thư viện số |
| language |
English |
| topic |
Differential equations Bioinformatics Mathematical models Systems biology |
| spellingShingle |
Differential equations Bioinformatics Mathematical models Systems biology Deuflhard, Peter Röblitz, Susanna A Guide to Numerical Modelling in Systems Biology |
| description |
This book is intended for students of computational systems biology with only a limited background in mathematics. Typical books on systems biology merely mention algorithmic approaches, but without offering a deeper understanding. On the other hand, mathematical books are typically unreadable for computational biologists. The authors of the present book have worked hard to fill this gap. The result is not a book on systems biology, but on computational methods in systems biology. This book originated from courses taught by the authors at Freie Universität Berlin. The guiding idea of the courses was to convey those mathematical insights that are indispensable for systems biology, teaching the necessary mathematical prerequisites by means of many illustrative examples and without any theorems. The three chapters cover the mathematical modelling of biochemical and physiological processes, numerical simulation of the dynamics of biological networks and identification of model parameters by means of comparisons with real data. Throughout the text, the strengths and weaknesses of numerical algorithms with respect to various systems biological issues are discussed. Web addresses for downloading the corresponding software are also included. |
| format |
Book |
| author |
Deuflhard, Peter Röblitz, Susanna |
| author_facet |
Deuflhard, Peter Röblitz, Susanna |
| author_sort |
Deuflhard, Peter |
| title |
A Guide to Numerical Modelling in Systems Biology |
| title_short |
A Guide to Numerical Modelling in Systems Biology |
| title_full |
A Guide to Numerical Modelling in Systems Biology |
| title_fullStr |
A Guide to Numerical Modelling in Systems Biology |
| title_full_unstemmed |
A Guide to Numerical Modelling in Systems Biology |
| title_sort |
guide to numerical modelling in systems biology |
| publisher |
Springer |
| publishDate |
2016 |
| url |
https://scholar.dlu.edu.vn/thuvienso/handle/DLU123456789/59833 |
| _version_ |
1782536995691560960 |