Simulation algorithms for computational systems biology

• 作者： Marchetti, Luca, author.
• 其他作者：
  • Priami, Corrado, author.
  • Thanh, Vo Hong, author.
  • SpringerLink (Online service)
• 其他題名：
  • Texts in theoretical computer science.
• 出版： Cham : Springer International Publishing :Imprint: Springer
• 叢書名： Texts in theoretical computer science,
• 主題： Systems biology--Computer simulation. , Bioinformatics. , Computer Science. , Algorithm Analysis and Problem Complexity. , Computational Biology/Bioinformatics. , Systems Biology.
• ISBN： 9783319631134 (electronic bk.) 、 9783319631110 (paper)
• FIND@SFXID: CGU
• 資料類型: 電子書
• 內容註: Introduction -- Deterministic Simulation Algorithms -- Stochastic Simulation Algorithms -- Hybrid Simulation Algorithms -- Reaction-Diffusion Systems -- Conclusions and Perspectives.
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• 摘要註: 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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