Download e-book for kindle: Biological Modeling and Simulation: A Survey of Practical by Russell Schwartz

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By Russell Schwartz

There are many fantastic computational biology assets now to be had for studying approximately equipment which have been constructed to deal with particular organic structures, yet relatively little recognition has been paid to education aspiring computational biologists to address new and unanticipated difficulties. this article is meant to fill that hole through educating scholars the right way to cause approximately constructing formal mathematical versions of organic structures which are amenable to computational research. It collects in a single position a range of largely worthy versions, algorithms, and theoretical research instruments mostly chanced on scattered between many different disciplines. It thereby supplies the aspiring pupil a bag of methods that might serve her or him good in modeling difficulties drawn from a number of subfields of biology. those options are taught from the point of view of what the practitioner must recognize to exploit them successfully, supplemented with references for additional interpreting on extra complex use of every procedure lined. The textual content, which grew out of a category taught at Carnegie Mellon college, covers versions for optimization, simulation and sampling, and parameter tuning. those subject matters offer a basic framework for studying tips on how to formulate mathematical types of organic structures, what options can be found to paintings with those versions, and the way to slot the versions to specific platforms. Their program is illustrated by way of many examples drawn from numerous organic disciplines and several other prolonged case reviews that convey how the tools defined were utilized to actual difficulties in biology.

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Biological Modeling and Simulation: A Survey of Practical Models, Algorithms, and Numerical Methods (Computational Molecular Biology) by Russell Schwartz


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