000 03330nam a22005655i 4500
001 978-3-540-73721-6
003 DE-He213
005 20161121231205.0
007 cr nn 008mamaa
008 100301s2007 gw | s |||| 0|eng d
020 _a9783540737216
_9978-3-540-73721-6
024 7 _a10.1007/978-3-540-73721-6
_2doi
050 4 _aQA75.5-76.95
072 7 _aUY
_2bicssc
072 7 _aUYA
_2bicssc
072 7 _aCOM014000
_2bisacsh
072 7 _aCOM031000
_2bisacsh
082 0 4 _a004.0151
_223
100 1 _aBeliakov, Gleb.
_eauthor.
245 1 0 _aAggregation Functions: A Guide for Practitioners
_h[electronic resource] /
_cby Gleb Beliakov, Ana Pradera, Tomasa Calvo.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg,
_c2007.
300 _aXX, 361 p.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aStudies in Fuzziness and Soft Computing,
_x1434-9922 ;
_v221
505 0 _aAveraging Functions -- Conjunctive and Disjunctive Functions -- Mixed Functions -- Choice and Construction of Aggregation Functions -- Interpolatory Type Aggregation Functions -- Other Types of Aggregation and Additional Properties.
520 _aAggregation 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.
650 0 _aComputer science.
650 0 _aSoftware engineering.
650 0 _aComputers.
650 0 _aArtificial intelligence.
650 0 _aApplied mathematics.
650 0 _aEngineering mathematics.
650 1 4 _aComputer Science.
650 2 4 _aTheory of Computation.
650 2 4 _aAppl.Mathematics/Computational Methods of Engineering.
650 2 4 _aSoftware Engineering.
650 2 4 _aArtificial Intelligence (incl. Robotics).
700 1 _aPradera, Ana.
_eauthor.
700 1 _aCalvo, Tomasa.
_eauthor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783540737209
830 0 _aStudies in Fuzziness and Soft Computing,
_x1434-9922 ;
_v221
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-540-73721-6
912 _aZDB-2-ENG
950 _aEngineering (Springer-11647)
999 _c509882
_d509882