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Computational Molecular Biology: An Introduction

Computational Molecular Biology: An Introduction

Peter Clote, Rolf Backofen

ISBN: 978-0-470-84203-4

Oct 2000

300 pages

Product not available for purchase

Description

Recently molecular biology has undergone unprecedented development generating vast quantities of data needing sophisticated computational methods for analysis, processing and archiving. This requirement has given birth to the truly interdisciplinary field of computational biology, or bioinformatics, a subject reliant on both theoretical and practical contributions from statistics, mathematics, computer science and biology.

* Provides the background mathematics required to understand why certain algorithms work
* Guides the reader through probability theory, entropy and combinatorial optimization
* In-depth coverage of molecular biology and protein structure prediction
* Includes several less familiar algorithms such as DNA segmentation, quartet puzzling and DNA strand separation prediction
* Includes class tested exercises useful for self-study
* Source code of programs available on a Web site

Primarily aimed at advanced undergraduate and graduate students from bioinformatics, computer science, statistics, mathematics and the biological sciences, this text will also interest researchers from these fields.
Molecular Biology.

Math Primer.

Sequence Alignment.

All About Eve.

Hidden Markov Models.

Structure Prediction.

Appendices.

References.

Index.
  • No other text is suitable to be used as an advanced undergraduate/graduate course text.
  • Author is very experienced and well-respected in the field.
  • Source code (in C and C++) of various programs written by the author to be placed on a website.
  • Detailed coverage of lots of algorithms, including applications and possible modifications.
  • Contains plenty of background material, with only minor assumptions of past knowledge.