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Book Cover
E-book
Author Marchetti, Luca, 1979- author.

Title Simulation algorithms for computational systems biology / Luca Marchetti, Corrado Priami, Vo Hong Thanh
Published Cham, Switzerland : Springer, [2017]

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Description 1 online resource (XI, 238 pages) : illustrations in color
Series Texts in Theoretical Computer Science. An EATCS Series, 1862-4499
Texts in theoretical computer science, 1862-4499
Contents Introduction -- Deterministic Simulation Algorithms -- Stochastic Simulation Algorithms -- Hybrid Simulation Algorithms -- Reaction-Diffusion Systems -- Conclusions and Perspectives
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
Bibliography Includes bibliographical references
Subject Systems biology -- Computer simulation
Bioinformatics.
Computational biology.
Systems biology.
Algorithms.
Computer algorithms.
Systems Biology
Computational Biology
Algorithms
algorithms.
Algorithms
Bioinformatics
Computer science
Systems biology
Form Electronic book
Author Priami, Corrado, author.
Thanh, Vo Hong, author.
LC no. 2017953825
ISBN 9783319631134
3319631136