Distributed and Sequential Algorithms for Bioinformatics - Kayhan Erciyes

Distributed and Sequential Algorithms for Bioinformatics

(Autor)

Buch | Softcover
XVII, 367 Seiten
2016 | 1. Softcover reprint of the original 1st ed. 2015
Springer International Publishing (Verlag)
978-3-319-38748-2 (ISBN)
90,94 inkl. MwSt
This unique textbook/reference presents unified coverage of bioinformatics topics relating to both biological sequences and biological networks, providing an in-depth analysis of cutting-edge distributed algorithms, as well as of relevant sequential algorithms. In addition to introducing the latest algorithms in this area, more than fifteen new distributed algorithms are also proposed. Topics and features: reviews a range of open challenges in biological sequences and networks; describes in detail both sequential and parallel/distributed algorithms for each problem; suggests approaches for distributed algorithms as possible extensions to sequential algorithms, when the distributed algorithms for the topic are scarce; proposes a number of new distributed algorithms in each chapter, to serve as potential starting points for further research; concludes each chapter with self-test exercises, a summary of the key points, a comparison of the algorithms described, and a literature review.

Dr. K. Erciyes is Rector of Izmir University, Turkey, where he also serves as a professor in the Computer Engineering Department. His other publications include the Springer title Distributed Graph Algorithms for Computer Networks.

Introduction.- Part I: Background.- Introduction to Molecular Biology.- Graphs, Algorithms and Complexity.- Parallel and Distributed Computing.- Part II: Biological Sequences.- String Algorithms.- Sequence Alignment.- Clustering of Biological Sequences.- Sequence Repeats.- Genome Analysis.- Part III: Biological Networks.- Analysis of Biological Networks.- Cluster Discovery in Biological Networks.- Network Motif Search.- Network Alignment.- Phylogenetics.- Epilogue.

"This volume covers a variety of algorithms-sequential, parallel, and distributed-towards the construction and analysis of biological sequences and networks. ... This volume is mostly suited to the computational biologist who wants to learn about the algorithms landscape, both sequential and distributed, both sequential and distributed ... ." (Lenwood S. Heath, Mathematical Reviews, March, 2017)

"Because of its clear layout and well-thought-out design, this book is suitable for students and researchers in computer science as well as in biology. It is my sincere hope that it will introduce new groups of researchers to these very important problems and motivate them to look for new and more efficient solutions to them. This book is an excellent resource for anyone with an interest in bioinformatics." (Burkhard Englert, Computing Reviews, computingreviews.com, September, 2016)

Erscheinungsdatum
Reihe/Serie Computational Biology
Zusatzinfo XVII, 367 p. 157 illus. in color.
Verlagsort Cham
Sprache englisch
Maße 155 x 235 mm
Gewicht 593 g
Themenwelt Informatik Theorie / Studium Algorithmen
Informatik Weitere Themen Bioinformatik
Naturwissenschaften Biologie
Schlagworte Algorithm analysis and problem complexity • Bioinformatics algorithms • Biological Networks • distributed algorithms • DNA Sequence Analysis • Parallel Algorithms • systems biology
ISBN-10 3-319-38748-0 / 3319387480
ISBN-13 978-3-319-38748-2 / 9783319387482
Zustand Neuware
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