Simulation Algorithms for Computational Systems Biology

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 s...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς: Marchetti, Luca (Συγγραφέας), Priami, Corrado (Συγγραφέας), Thanh, Vo Hong (Συγγραφέας)
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2017.
Σειρά:Texts in Theoretical Computer Science. An EATCS Series,
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
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100 1 |a Marchetti, Luca.  |e author. 
245 1 0 |a Simulation Algorithms for Computational Systems Biology  |h [electronic resource] /  |c by Luca Marchetti, Corrado Priami, Vo Hong Thanh. 
264 1 |a Cham :  |b Springer International Publishing :  |b Imprint: Springer,  |c 2017. 
300 |a XI, 238 p. 52 illus., 23 illus. in color.  |b online resource. 
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490 1 |a Texts in Theoretical Computer Science. An EATCS Series,  |x 1862-4499 
505 0 |a Introduction -- Deterministic Simulation Algorithms -- Stochastic Simulation Algorithms -- Hybrid Simulation Algorithms -- Reaction-Diffusion Systems -- Conclusions and Perspectives. 
520 |a 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. 
650 0 |a Computer science. 
650 0 |a Algorithms. 
650 0 |a Bioinformatics. 
650 0 |a Systems biology. 
650 1 4 |a Computer Science. 
650 2 4 |a Algorithm Analysis and Problem Complexity. 
650 2 4 |a Computational Biology/Bioinformatics. 
650 2 4 |a Systems Biology. 
650 2 4 |a Systems Biology. 
700 1 |a Priami, Corrado.  |e author. 
700 1 |a Thanh, Vo Hong.  |e author. 
710 2 |a SpringerLink (Online service) 
773 0 |t Springer eBooks 
776 0 8 |i Printed edition:  |z 9783319631110 
830 0 |a Texts in Theoretical Computer Science. An EATCS Series,  |x 1862-4499 
856 4 0 |u http://dx.doi.org/10.1007/978-3-319-63113-4  |z Full Text via HEAL-Link 
912 |a ZDB-2-SCS 
950 |a Computer Science (Springer-11645)