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Genome-Scale Algorithm Design

Genome-Scale Algorithm Design

No customer reviews yet ISBN 9781009341233 Cambridge University Press

Presenting the fundamental algorithms and data structures that power bioinformatics workflows, this book covers a range of topics from the foundations of sequence analysis (alignments and hidden Markov models) to classical index structures (k-mer indexes, suffix arrays, and suffix trees), Burrows-Wheeler indexes, graph algorithms, network flows, and a number of advanced omics applications. The chapters feature numerous examples, algorithm visualizations, and exercises, providing graduate students, researchers, and practitioners with a powerful algorithmic toolkit for the applications of high-throughput sequencing. An accompanying website (www.genome-scale.info) offers supporting teaching material. The second edition strengthens the toolkit by covering minimizers and other advanced data structures and their use in emerging pangenomics approaches.

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BrandCambridge University Press
Pub dateOct 12, 2023
ISBN-101009341235
ISBN-139781009341233
Hardcover487.0 pages
LanguageEnglish
Dimensions9.5 × 1.25 × 6.75 in
Weight2 lb
Last updated 2025-11-29 01:48
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