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Multiobjective Optimization Algorithms for Bioinformatics

Name: Multiobjective Optimization Algorithms for Bioinformatics
Brand: Springer, Berlin
SKU: 44808692
Price: 171.49 EUR
Availability: InStock
Author: Anirban Mukhopadhyay
ISBN: 9789819716302

Anirban Mukhopadhyay

Sumanta Ray

Ujjwal Maulik

Sanghamitra Bandyopadhyay

Lingua

Inglese

Libro Rigido

Codice Libristo: 44808692

Casa editrice Springer, Berlin, maggio 2024

This book provides an updated and in-depth introduction to the application of multiobjective optimiz... Descrizione completa

Codice Libristo: 44808692

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171.49 €

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This book provides an updated and in-depth introduction to the application of multiobjective optimization techniques in bioinformatics. In particular, it presents multiobjective solutions to a range of complex real-world bioinformatics problems. The authors first provide a comprehensive yet concise and self-contained introduction to relevant preliminary methodical constructions such as genetic algorithms, multiobjective optimization, data mining and several challenges in the bioinformatics domain. This is followed by several systematic applications of these techniques to real-world bioinformatics problems in the areas of gene expression and network biology. The book also features detailed theoretical and mathematical notes to facilitate reader comprehension.The book offers a valuable asset for a broad range of readers - from undergraduate to postgraduate, and as a textbook or reference work. Researchers and professionals can use the book not only to enrich their knowledge of multiobjective optimization and bioinformatics, but also as a comprehensive reference guide to applying and devising novel methods in bioinformatics and related domains.