Hybrid Particle Swarm Optimization for Data Clustering: Nature is always a source of inspiration... - Softcover
Synopsis
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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About the Author
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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Hybrid Particle Swarm Optimization for Data Clustering
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LAP LAMBERT Academic Publishing Nov 2015, 2015
ISBN 10: 3659795119
ISBN 13: 9783659795114
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Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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. 84 pp. Englisch. Seller Inventory # 9783659795114
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Hybrid Particle Swarm Optimization for Data Clustering
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ISBN 10: 3659795119
ISBN 13: 9783659795114
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Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Autor/Autorin: Gaikwad Pankaj G.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. Seller Inventory # 158876699
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Hybrid Particle Swarm Optimization for Data Clustering
Published by
LAP LAMBERT Academic Publishing Nov 2015, 2015
ISBN 10: 3659795119
ISBN 13: 9783659795114
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Taschenbuch
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Taschenbuch. Condition: Neu. This item is printed on demand - Print on Demand Titel. Neuware -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.Books on Demand GmbH, Überseering 33, 22297 Hamburg 84 pp. Englisch. Seller Inventory # 9783659795114
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Hybrid Particle Swarm Optimization for Data Clustering : Nature is always a source of inspiration.
Published by
LAP LAMBERT Academic Publishing, 2015
ISBN 10: 3659795119
ISBN 13: 9783659795114
New
Taschenbuch
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Taschenbuch. Condition: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - 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. Seller Inventory # 9783659795114