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Ullah, Mukhtar; Wolkenhauer, Olaf - Stochastic Approaches for Systems Biology - 9781461404774 - V9781461404774
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Stochastic Approaches for Systems Biology

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Description for Stochastic Approaches for Systems Biology Hardback. This book presents key concepts in stochastic approaches for systems biology. It focuses on both analytical and numerical approaches and features Matlab examples as well as many illustrations. Series: Interdisciplinary Applied Mathematics. Num Pages: 290 pages, biography. BIC Classification: PBT; TC. Category: (P) Professional & Vocational. Dimension: 234 x 176 x 27. Weight in Grams: 618.

This textbook focuses on stochastic analysis in  systems biology  containing both the theory and application. While the authors provide a review of probability and random variables, subsequent notions of biochemical reaction systems and the relevant concepts of probability theory are introduced side by side. This leads to an intuitive and easy-to-follow presentation of stochastic framework for modeling subcellular biochemical systems. In particular, the authors make an effort to show how the notion of propensity, the chemical master equation and the stochastic simulation algorithm arise as consequences of the Markov property.

 

The text contains many  illustrations, examples and exercises to illustrate the ... Read more

 

Senior undergraduate and graduate students in mathematics and physics as well as researchers  working in the area of systems biology, bioinformatics and related areas will find this text useful.

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Product Details

Format
Hardback
Publication date
2011
Publisher
Springer-Verlag New York Inc. United States
Number of pages
290
Condition
New
Series
Interdisciplinary Applied Mathematics
Number of Pages
290
Place of Publication
New York, NY, United States
ISBN
9781461404774
SKU
V9781461404774
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15

About Ullah, Mukhtar; Wolkenhauer, Olaf
Olaf Wolkenhauer received his first degrees in control engineering from the University of Applied Sciences in Hamburg, Germany and the University of Portsmouth in the U.K. He obtained his PhD from the University of Manchester, Institute of Science & Technology (UMIST) for research on the application of possibility theory to data analysis. Following a research lectureship at the Control Systems ... Read more

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