Advertisement

© 2007

Algorithmic Aspects of Bioinformatics

Textbook

Part of the Natural Computing Series book series (NCS)

Table of contents

  1. Front Matter
    Pages I-X
  2. Introduction

    1. Pages 1-4
  3. Introduction and Basic Algorithms

  4. DNA Sequencing

    1. Front Matter
      Pages 117-117
    2. Pages 123-169
    3. Pages 171-209
  5. Analyzing Biological Data

    1. Front Matter
      Pages 211-211
    2. Pages 237-256
    3. Pages 257-286
    4. Pages 287-317
  6. Back Matter
    Pages 377-397

About this book

Introduction

Advances in bioinformatics and systems biology require improved computational methods for analyzing data, while progress in molecular biology is in turn influencing the development of computer science methods. This book introduces some key problems in bioinformatics, discusses the models used to formally describe these problems, and analyzes the algorithmic approaches used to solve them.

After introducing the basics of molecular biology and algorithmics, Part I explains string algorithms and alignments; Part II details the field of physical mapping and DNA sequencing; and Part III examines the application of algorithmics to the analysis of biological data. Exciting application examples include predicting the spatial structure of proteins, and computing haplotypes from genotype data.

This book describes topics in detail and presents formal models in a mathematically precise, yet intuitive manner, with many figures and chapter summaries, detailed derivations, and examples. It is well suited as an introduction into the field of bioinformatics, and will benefit students and lecturers in bioinformatics and algorithmics, while also offering practitioners an update on current research topics.

Keywords

Algorithms Alignment DNA DNA sequencing Haplotype algorithm algorithmics bioinformatics biology computer computer science genome

Authors and affiliations

  1. 1.Information Technology and Education CAB F11ETH ZurichZurichSwitzerland
  2. 2.Computer Science IRWTH AachenGermany

About the authors


Bibliographic information

Industry Sectors
Pharma
Chemical Manufacturing
Health & Hospitals
Biotechnology
Consumer Packaged Goods

Reviews

From the reviews:

"This book is a worthy leader in what will surely be a torrent of high-level texts inspired by the success of DNA containing genetic instructions. … this book is a highly recommended compendium of applications for geneticists and computer scientists. … The computer science theory is developed in this text with … numerous simple illustrations from DNA." (Harvey Cohn, ACM Computing Reviews, Vol. 49 (12), December, 2008)