TY - BOOK AU - Marchetti,Luca AU - Priami,Corrado AU - Thanh,Vo Hong TI - Simulation Algorithms for Computational Systems Biology T2 - Texts in Theoretical Computer Science. An EATCS Series, SN - 9783319631134 AV - QA76.9.A43 U1 - 005.1 23 PY - 2017/// CY - Cham PB - Springer International Publishing, Imprint, Springer KW - Computer science KW - Algorithms KW - Bioinformatics KW - Systems biology KW - fast KW - Computer Science KW - Algorithm Analysis and Problem Complexity KW - Computational Biology/Bioinformatics KW - Systems Biology KW - Electronic books N1 - Include bibliographical references; Introduction -- Deterministic Simulation Algorithms -- Stochastic Simulation Algorithms -- Hybrid Simulation Algorithms -- Reaction-Diffusion Systems -- Conclusions and Perspectives N2 - 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 UR - http://link.springer.com/10.1007/978-3-319-63113-4 ER -