Hybrid Particle Swarm Optimization for Data Clustering: Nature is always a source of inspiration... - Softcover

Gaikwad, Pankaj G.; Sonkamble, Rahul G.; Gaikwad, Gajanan S.

 
9783659795114: Hybrid Particle Swarm Optimization for Data Clustering: Nature is always a source of inspiration...
Softcover
ISBN 10: 3659795119 ISBN 13: 9783659795114
Verlag: LAP LAMBERT Academic Publishing, 2015

Inhaltsangabe

Data Clustering is process of organizing data into specific groups, the characteristics of which are unknown. Data clustering has been studied for a long time by many researchers with different methods. Traditional clustering techniques has some drawbacks. In this book, we deals with such limitations of traditional clustering techniques. To overcome these drawback we have selected ‘Nature-Inspired / Swarm Intelligence' technique that is ‘Particle Swarm Optimization (PSO)’ for data clustering. As we know, nature is always a source of inspiration. In last few decades, the research is stimulated on new computing paradigms and result of this effort is emergence of new problem solving techniques. These techniques are widely used due to their decentralized and self-organized behaviour.

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Reseña del editor

Data Clustering is process of organizing data into specific groups, the characteristics of which are unknown. Data clustering has been studied for a long time by many researchers with different methods. Traditional clustering techniques has some drawbacks. In this book, we deals with such limitations of traditional clustering techniques. To overcome these drawback we have selected 'Nature-Inspired / Swarm Intelligence' technique that is 'Particle Swarm Optimization (PSO)' for data clustering. As we know, nature is always a source of inspiration. In last few decades, the research is stimulated on new computing paradigms and result of this effort is emergence of new problem solving techniques. These techniques are widely used due to their decentralized and self-organized behaviour.

Biografía del autor

Pankaj G. Gaikwad Assist. Prof., CSE Dept. SVERI's College of Engg.,Pandharpur (413304) M.Tech(CSE), BE(CSE),Rahul G. Sonkamble Assist. Prof.(CSE Dept.) M. Tech (CSE), BE(IT) SVERI's College of Engg.,Pandharpur & Dr. Gajanan S. Gaikwad, Professor PhD.(Maths), M.Phil(Maths)(Head of Dept.Mathematics) Karmaveer Bhaurao Patil Mahavidyalaya, Pandharpur

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2015
Sprache
Englisch
ISBN 10 
3659795119
ISBN 13 
9783659795114
Einband
Tapa blanda
Anzahl der Seiten
84
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