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Aggregation Functions: A Guide for Practitioners (Studies in Fuzziness and Soft Computing) [Hardcover]

By Gleb Beliakov (Editor), Ana Pradera (Editor) & Tomasa Calvo (Editor)
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Item description for Aggregation Functions: A Guide for Practitioners (Studies in Fuzziness and Soft Computing) by Gleb Beliakov, Ana Pradera & Tomasa Calvo...

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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Item Specifications...


Pages   361
Est. Packaging Dimensions:   Length: 1" Width: 6.25" Height: 9.25"
Weight:   1.5 lbs.
Binding  Hardcover
Release Date   Feb 28, 2008
Publisher   Springer
ISBN  3540737200  
ISBN13  9783540737209  


Availability  0 units.


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1Books > Special Features > New & Used Textbooks > Computer Science & Information Systems > Artificial Intelligence
2Books > Special Features > New & Used Textbooks > Computer Science & Information Systems > Software Design & Engineering
3Books > Special Features > New & Used Textbooks > Sciences > Mathematics
4Books > Subjects > Computers & Internet > Computer Science > Artificial Intelligence > Computer Mathematics
5Books > Subjects > Computers & Internet > Computer Science > Artificial Intelligence > General
6Books > Subjects > Computers & Internet > Computer Science > Software Engineering
7Books > Subjects > Computers & Internet > General
8Books > Subjects > Computers & Internet > Programming > Algorithms > Fuzzy Logic
9Books > Subjects > Computers & Internet > Programming > Software Design > Software Development
10Books > Subjects > Professional & Technical > Professional Science > Mathematics > Applied > General
11Books > Subjects > Science > General
12Books > Subjects > Science > Mathematics > Applied > General
13Books > Subjects > Science > Mathematics > General



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