000 02725nam a22005295i 4500
001 978-3-319-41288-7
003 DE-He213
005 20220801222426.0
007 cr nn 008mamaa
008 160826s2017 sz | s |||| 0|eng d
020 _a9783319412887
_9978-3-319-41288-7
024 7 _a10.1007/978-3-319-41288-7
_2doi
050 4 _aQ342
072 7 _aUYQ
_2bicssc
072 7 _aTEC009000
_2bisacsh
072 7 _aUYQ
_2thema
082 0 4 _a006.3
_223
100 1 _aSanchez, Mauricio A.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_961422
245 1 0 _aType-2 Fuzzy Granular Models
_h[electronic resource] /
_cby Mauricio A. Sanchez, Oscar Castillo, Juan R. Castro.
250 _a1st ed. 2017.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2017.
300 _aVIII, 93 p. 60 illus., 51 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aSpringerBriefs in Computational Intelligence,
_x2625-3712
505 0 _aIntroduction -- Background and Theory -- Advances in Granular Computing -- Conclusions. .
520 _aIn this book, a series of granular algorithms are proposed. A nature inspired granular algorithm based on Newtonian gravitational forces is proposed. A series of methods for the formation of higher-type information granules represented by Interval Type-2 Fuzzy Sets are also shown, via multiple approaches, such as Coefficient of Variation, principle of justifiable granularity, uncertainty-based information concept, and numerical evidence based. And a fuzzy granular application comparison is given as to demonstrate the differences in how uncertainty affects the performance of fuzzy information granules.
650 0 _aComputational intelligence.
_97716
650 0 _aArtificial intelligence.
_93407
650 1 4 _aComputational Intelligence.
_97716
650 2 4 _aArtificial Intelligence.
_93407
700 1 _aCastillo, Oscar.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_961423
700 1 _aCastro, Juan R.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_961424
710 2 _aSpringerLink (Online service)
_961425
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783319412870
776 0 8 _iPrinted edition:
_z9783319412894
830 0 _aSpringerBriefs in Computational Intelligence,
_x2625-3712
_961426
856 4 0 _uhttps://doi.org/10.1007/978-3-319-41288-7
912 _aZDB-2-ENG
912 _aZDB-2-SXE
942 _cEBK
999 _c80755
_d80755