Theory and Mathematical Methods in Bioinformatics

Paperback Engels 2010 9783642094293
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Samenvatting

Bioinformatics is an interdisciplinary science which involves molecular bi- ogy, molecular chemistry, physics, mathematics, computational sciences, etc. Mostofthebooksonbiomathematicspublishedwithinthepasttenyearshave consistedofcollectionsofstandardbioinformaticsproblemsandinformational methods,andfocus mainly onthe logisticsofimplementing andmakinguse of various websites, databases, software packages and serving platforms. While these types of books do introduce some mathematical and computational methods alongside the software packages, they are lacking in a systematic and professional treatment of the mathematics behind these methods. It is signi?cant in the ?eld of bioinformatics that not only is the amount of data increasing exponentially, but collaboration is also both widening and deepening among biologists, chemists, physicists, mathematicians, and c- puter scientists. The sheer volume of problems and databases requires - searchers to continually develop software packages in order to process the huge amounts of data, utilizing the latest mathematical methods. The - tent of this book is to provide a professional and in-depth treatment of the mathematical topics necessary in the study of bioinformatics.

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Inhoudsopgave

Outline.- Outline.- Mutations and Alignments.- Stochastic Models of Mutations and Structural Analysis.- Modulus Structure Theory.- Super Pairwise Alignment.- Multiple Sequence Alignment.- Network Structures of Multiple Sequences Induced by Mutation.- Alignment Space.- Protein Configuration Analysis.- Background Information Concerning the Properties of Proteins.- Informational and Statistical Iterative Analysis of Protein Secondary Structure Prediction.- Three-Dimensional Structure Analysis of the Protein Backbone and Side Chains.- Alignment of Primary and Three-Dimensional Structures of Proteins.- Depth Analysis of Protein Spatial Structure.- Analysis of the Morphological Features of Protein Spatial Structure.- Semantic Analysis for Protein Primary Structure.

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          Theory and Mathematical Methods in Bioinformatics