Simulation Algorithms for Computational Systems Biology [electronic resource] / by Luca Marchetti, Corrado Priami, Vo Hong Thanh.
Вид матеріалу:
Текст Серія: Texts in Theoretical Computer Science. An EATCS SeriesПублікація: Cham : Springer International Publishing : Imprint: Springer, 2017Видання: 1st ed. 2017Опис: XI, 238 p. 52 illus., 23 illus. in color. online resourceТип вмісту: - text
- computer
- online resource
- 9783319631134
- 005.1 23
- QA76.9.A43
ЕКнига
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Springer Ebooks (till 2020 - Open Access)+(2017 Network Access))
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Springer Ebooks (2017 Network Access))
Introduction -- Deterministic Simulation Algorithms -- Stochastic Simulation Algorithms -- Hybrid Simulation Algorithms -- Reaction-Diffusion Systems -- Conclusions and Perspectives.
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.
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