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Multiobjective Genetic Algorithms for Clustering

Applications in Data Mining and Bioinformatics

Language EnglishEnglish
Book Hardback
Book Multiobjective Genetic Algorithms for Clustering Ujjwal Maulik
Libristo code: 01656886
Publishers Springer, Berlin, August 2011
This is the first book primarily dedicated to clustering using multiobjective genetic algorithms wit... Full description
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This is the first book primarily dedicated to clustering using multiobjective genetic algorithms with extensive real-life applications in data mining and bioinformatics. The authors first offer detailed introductions to the relevant techniques genetic algorithms, multiobjective optimization, soft computing, data mining and bioinformatics. They then demonstrate systematic applications of these techniques to real-world problems in the areas of data mining, bioinformatics and geoscience. The authors offer detailed theoretical and statistical notes, guides to future research, and chapter summaries.§The book can be used as a textbook and as a reference book by graduate students and academic and industrial researchers in the areas of soft computing, data mining, bioinformatics and geoscience.

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About the book

Full name Multiobjective Genetic Algorithms for Clustering
Author Ujjwal Maulik, Sanghamitra Bandyopadhyay, Anirban Mukhopadhyay
Language English
Binding Book - Hardback
Date of issue 2011
Number of pages 280
EAN 9783642166143
ISBN 3642166148
Libristo code 01656886
Publishers Springer, Berlin
Weight 588
Dimensions 162 x 243 x 22

Categories

Technology, Engineering, Agriculture > Electronics & communications engineering > Electronics engineering > Automatic control engineering > Robotics
Computing & Information Technology > Computer science > Artificial intelligence > Expert systems / knowledge-based systems
Mathematics & Science > Biology, life sciences > Life sciences: general issues
Computing & Information Technology > Databases > Data mining
Computing & Information Technology > Information technology: general issues
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