E-Books →Multiobjective Optimization Algorithms for Bioinformatics

Free Download Multiobjective Optimization Algorithms for Bioinformatics by Anirban Mukhopadhyay, Sumanta Ray, Ujjwal Maulik
English | May 29, 2024 | ISBN: 9819716306 | 253 pages | MOBI | 14 Mb
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.