Aggregation Functions: A Guide for Practitioners: A Guide for Practitioners (Studies in Fuzziness and Soft Computing): 221 - Tapa blanda

Beliakov, Gleb

 
9783642092893: Aggregation Functions: A Guide for Practitioners: A Guide for Practitioners (Studies in Fuzziness and Soft Computing): 221
Tapa blanda
ISBN 10: 3642092896 ISBN 13: 9783642092893
Editorial: Springer, 2010

Sinopsis

A broad introduction to the topic of aggregation functions is to be found in this book. It also provides a concise account of the properties and the main classes of such functions. Some state-of-the-art techniques are presented, along with many graphical illustrations and new interpolatory aggregation functions. Particular attention is paid to identification and construction of aggregation functions from application specific requirements and empirical data.

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De la contraportada

Aggregation of information is of primary importance in the construction of knowledge based systems in various domains, ranging from medicine, economics, and engineering to decision-making processes, artificial intelligence, robotics, and machine learning. This book gives a broad introduction into the topic of aggregation functions, and provides a concise account of the properties and the main classes of such functions, including classical means, medians, ordered weighted averaging functions, Choquet and Sugeno integrals, triangular norms, conorms and copulas, uninorms, nullnorms, and symmetric sums. It also presents some state-of-the-art techniques, many graphical illustrations and new interpolatory aggregation functions. A particular attention is paid to identification and construction of aggregation functions from application specific requirements and empirical data. This book provides scientists, IT specialists and system architects with a self-contained easy-to-use guide, as well as examples of computer code and a software package. It will facilitate construction of decision support, expert, recommender, control and many other intelligent systems.

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Editorial
Springer
Año de publicación
2010
Idioma
Inglés
ISBN 10 
3642092896
ISBN 13 
9783642092893
Encuadernación
Tapa blanda
Número de páginas
384
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Otras ediciones populares con el mismo título

9783540737209: Aggregation Functions: A Guide for Practitioners: 221 (Studies in Fuzziness and Soft Computing)

Edición Destacada

ISBN 10:  3540737200 ISBN 13:  9783540737209
Editorial: Springer, 2008
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