000			03747nam a22005535i 4500
001			978-3-540-79864-4
003			DE-He213
005			20161121230549.0
007			cr nn 008mamaa
008			100301s2008 gw | s |||| 0|eng d
020			_a9783540798644 _9978-3-540-79864-4
024	7		_a10.1007/978-3-540-79864-4 _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		_aApolloni, Bruno. _eauthor.
245	1	4	_aThe Puzzle of Granular Computing _h[electronic resource] / _cby Bruno Apolloni, Witold Pedrycz, Simone Bassis, Dario Malchiodi.
264		1	_aBerlin, Heidelberg : _bSpringer Berlin Heidelberg, _c2008.
300			_aXVIII, 495 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 Computational Intelligence, _x1860-949X ; _v138
505	0		_aThe General Framework -- Granule Formation Around Data -- I: Algorithmic Inference -- Modeling Samples -- Inferring from Samples -- II: The Development of Fuzzy Sets -- Construction of Information Granules: From Data and Perceptions to Information Granules -- Estimating Fuzzy Sets -- III: Expanding Granula into Boolean Functions -- The Clustering Problem -- Suitably Representing Data -- IV: Directing Populations -- The Main Paradigms of Social Computation -- If also Ants Are Able... -- V: Granular Constructs -- Granular Constructs -- Identifying Fuzzy Rules -- A Conceptual Synthesis -- Knowledge Engineering.
520			_aRem tene, verba sequentur (Gaius J. Victor, Rome VI century b.c.) The ultimate goal of this book is to bring the fundamental issues of information granularity, inference tools and problem solving procedures into a coherent, unified, and fully operational framework. The objective is to offer the reader a comprehensive, self-contained, and uniform exposure to the subject.The strategy is to isolate some fundamental bricks of Computational Intelligence in terms of key problems and methods, and discuss their implementation and underlying rationale within a well structured and rigorous conceptual framework as well as carefully related to various application facets. The main assumption is that a deep understanding of the key problems will allow the reader to compose into a meaningful mosaic the puzzle pieces represented by the immense variety of approaches present in the literature and in the computational practice. All in all, the main approach advocated in the monograph consists of a sequence of steps offering solid conceptual fundamentals, presenting a carefully selected collection of design methodologies, discussing a wealth of development guidelines, and exemplifying them with a pertinent, accurately selected illustrative material.
650		0	_aComputer science.
650		0	_aSoftware engineering.
650		0	_aComputers.
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.
700	1		_aPedrycz, Witold. _eauthor.
700	1		_aBassis, Simone. _eauthor.
700	1		_aMalchiodi, Dario. _eauthor.
710	2		_aSpringerLink (Online service)
773	0		_tSpringer eBooks
776	0	8	_iPrinted edition: _z9783540798637
830		0	_aStudies in Computational Intelligence, _x1860-949X ; _v138
856	4	0	_uhttp://dx.doi.org/10.1007/978-3-540-79864-4
912			_aZDB-2-ENG
950			_aEngineering (Springer-11647)
999			_c500640 _d500640