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E-mail Message: I thought you might be interested in this item at http://www.worldcat.org/oclc/192050050 Title: Biological modeling and simulation : a survey of practical models, algorithms, and numerical methods Author: Russell Schwartz Publisher: Cambridge, Mass. : MIT Press, ©2008. ISBN/ISSN: 9780262195843 0262195844 OCLC:192050050

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Biological modeling and simulation : a survey of practical models, algorithms, and numerical methods

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Biological modeling and simulation : a survey of practical models, algorithms, and numerical methods

Author:	Russell Schwartz
Publisher:	Cambridge, Mass. : MIT Press, ©2008.
Series:	Computational molecular biology series.
Edition/Format:	Book : EnglishView all editions and formats
Summary:	A practice-oriented survey of techniques for computational modeling and simulation suitable for a broad range of biological problems.
Rating:	(not yet rated) 0 with reviews - Be the first.

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Material Type:	Internet resource
Document Type:	Book, Internet Resource
All Authors / Contributors:	Russell Schwartz Find more information about:
ISBN:	9780262195843 0262195844
OCLC Number:	192050050
Description:	xii, 389 p. : ill. ; 24 cm.
Contents:	Classic discrete optimization problems -- Hard discrete optimization problems -- Case study : sequence assembly -- General continuous optimization -- Constrained optimization -- Sampling from probability distributions -- Markov models -- Markov chain Monte Carlo sampling -- Mixing times of Markov models -- Continuous-time Markov models -- Case study : molecular evolution -- Discrete event simulation -- Numerical integration 1 : ordinary differential equations -- Numerical integration 2 : partial differential equations -- Numerical integration 3 : stochastic differential equations -- Case study : simulating cellular biochemistry -- Parameter-tuning as optimization -- Expectation maximization -- Hidden Markov models -- Linear system-solving -- Interpolation and extrapolation -- Case study : inferring gene regulatory networks -- Model validation.
Series Title:	Computational molecular biology series.
Responsibility:	Russell Schwartz.
More information:	Table of contents only

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"In twenty-first-century biology, modeling has a similar role as the microscope had in earlier centuries; it is arguably the most important research tool for studying complex phenomena and processes Read more...

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