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Simulation Algorithms for Computational Systems Biology / by Luca Marchetti, Corrado Priami, Vo Hong Thanh.
- Format:
- Book
- Author/Creator:
- Marchetti, Luca, 1979- author.
- Priami, Corrado, author.
- Thanh, Vo Hong, author.
- Series:
- Computer Science (Springer-11645)
- Texts in theoretical computer science 1862-4499
- Texts in Theoretical Computer Science. An EATCS Series, 1862-4499
- Language:
- English
- Subjects (All):
- Algorithms.
- Bioinformatics.
- Systems biology.
- Biological systems.
- Algorithm Analysis and Problem Complexity.
- Computational Biology/Bioinformatics.
- Systems Biology.
- Local Subjects:
- Algorithm Analysis and Problem Complexity.
- Computational Biology/Bioinformatics.
- Systems Biology.
- Physical Description:
- 1 online resource (XI, 238 pages) : 52 illustrations, 23 illustrations in color.
- Edition:
- First edition 2017.
- Contained In:
- Springer eBooks
- Place of Publication:
- Cham : Springer International Publishing : Imprint: Springer, 2017.
- System Details:
- text file PDF
- Summary:
- This book explains the state-of-the-art algorithms used to simulate biological dynamics. Each technique is theoretically introduced and applied to a set of modeling cases. Starting from basic simulation algorithms, the book also introduces more advanced techniques that support delays, diffusion in space, or that are based on hybrid simulation strategies. This is a valuable self-contained resource for graduate students and practitioners in computer science, biology and bioinformatics. An appendix covers the mathematical background, and the authors include further reading sections in each chapter.
- Contents:
- Introduction
- Deterministic Simulation Algorithms
- Stochastic Simulation Algorithms
- Hybrid Simulation Algorithms
- Reaction-Diffusion Systems
- Conclusions and Perspectives.
- Other Format:
- Printed edition:
- ISBN:
- 978-3-319-63113-4
- 9783319631134
- Access Restriction:
- Restricted for use by site license.
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