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Data mining: a heuristic approach

Real life problems are known to be messy, dynamic and multi-objective, and involve high levels of uncertainty and constraints. Because traditional problem-solving methods are no longer capable of handling this level of complexity, heuristic search methods have attracted increasing attention in recen...

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Weitere Verfasser:	Abbass, Hussein A. (MitwirkendeR), Sarker, Ruhul A. (MitwirkendeR), Newton, Charles S. 1942- (MitwirkendeR)
Format:	Elektronisch E-Book
Sprache:	English
Veröffentlicht:	Hershey, Pa IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA) c2002
Schlagworte:	Data mining Database searching Heuristic programming
Online-Zugang:	DE-898 DE-706 DE-1050 DE-1049 DE-83 URL des Erstveröffentlichers
Zusammenfassung:	Real life problems are known to be messy, dynamic and multi-objective, and involve high levels of uncertainty and constraints. Because traditional problem-solving methods are no longer capable of handling this level of complexity, heuristic search methods have attracted increasing attention in recent years for solving such problems. Inspired by nature, biology, statistical mechanics, physics and neuroscience, heuristics techniques are used to solve many problems where traditional methods have failed. This book will be a repository for the applications of these techniques in the area of data mining
Beschreibung:	Includes bibliographical references and index. - Title from PDF t.p. (viewed on June 5, 2010)
Beschreibung:	1 Online-Ressource (electronic texts (iv, 300 p. ill.)) digital files
DOI:	10.4018/978-1-93070-825-9

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language	English
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spelling	Data mining a heuristic approach [edited by] Hussein A. Abbass, Ruhul A. Sarker, Charles S. Newton Hershey, Pa IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA) c2002 1 Online-Ressource (electronic texts (iv, 300 p. ill.)) digital files txt rdacontent c rdamedia cr rdacarrier Includes bibliographical references and index. - Title from PDF t.p. (viewed on June 5, 2010) Real life problems are known to be messy, dynamic and multi-objective, and involve high levels of uncertainty and constraints. Because traditional problem-solving methods are no longer capable of handling this level of complexity, heuristic search methods have attracted increasing attention in recent years for solving such problems. Inspired by nature, biology, statistical mechanics, physics and neuroscience, heuristics techniques are used to solve many problems where traditional methods have failed. This book will be a repository for the applications of these techniques in the area of data mining Data mining Database searching Heuristic programming Abbass, Hussein A. ctb Sarker, Ruhul A. ctb Newton, Charles S. 1942- ctb https://doi.org/10.4018/978-1-93070-825-9 Verlag URL des Erstveröffentlichers Volltext
spellingShingle	Data mining a heuristic approach Data mining Database searching Heuristic programming
title	Data mining a heuristic approach
title_auth	Data mining a heuristic approach
title_exact_search	Data mining a heuristic approach
title_exact_search_txtP	Data mining a heuristic approach
title_full	Data mining a heuristic approach [edited by] Hussein A. Abbass, Ruhul A. Sarker, Charles S. Newton
title_fullStr	Data mining a heuristic approach [edited by] Hussein A. Abbass, Ruhul A. Sarker, Charles S. Newton
title_full_unstemmed	Data mining a heuristic approach [edited by] Hussein A. Abbass, Ruhul A. Sarker, Charles S. Newton
title_short	Data mining
title_sort	data mining a heuristic approach
title_sub	a heuristic approach
topic	Data mining Database searching Heuristic programming
topic_facet	Data mining Database searching Heuristic programming
url	https://doi.org/10.4018/978-1-93070-825-9
work_keys_str_mv	AT abbasshusseina dataminingaheuristicapproach AT sarkerruhula dataminingaheuristicapproach AT newtoncharless dataminingaheuristicapproach

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