Distributed and Sequential Algorithms for Bioinformatics
(Sprache: Englisch)
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...
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Klappentext zu „Distributed and Sequential Algorithms for Bioinformatics “
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.
Inhaltsverzeichnis zu „Distributed and Sequential Algorithms for Bioinformatics “
IntroductionPart 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
PhylogeneticsEpilogue
Autoren-Porträt von Kayhan Erciyes
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.
Bibliographische Angaben
- Autor: Kayhan Erciyes
- 2015, 1st ed., XVII, 367 Seiten, 367 farbige Abbildungen, Masse: 16 x 24,1 cm, Gebunden, Englisch
- Verlag: Springer, Berlin
- ISBN-10: 3319249649
- ISBN-13: 9783319249643
- Erscheinungsdatum: 10.11.2015
Sprache:
Englisch
Pressezitat
"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)
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