LEADER 02575nam 22005655 450 001 9910254176703321 005 20251113210814.0 010 $a3-319-41288-4 024 7 $a10.1007/978-3-319-41288-7 035 $a(CKB)3710000000837548 035 $a(EBL)4659091 035 $a(DE-He213)978-3-319-41288-7 035 $a(MiAaPQ)EBC4659091 035 $a(PPN)194805301 035 $a(EXLCZ)993710000000837548 100 $a20160826d2017 u| 0 101 0 $aeng 135 $aur|n|---||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aType-2 Fuzzy Granular Models /$fby Mauricio A. Sanchez, Oscar Castillo, Juan R. Castro 205 $a1st ed. 2017. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2017. 215 $a1 online resource (97 p.) 225 1 $aSpringerBriefs in Computational Intelligence,$x2625-3712 300 $aIncludes index. 311 08$a3-319-41287-6 327 $aIntroduction -- Background and Theory -- Advances in Granular Computing -- Conclusions. . 330 $aIn this book, a series of granular algorithms are proposed. A nature inspired granular algorithm based on Newtonian gravitational forces is proposed. A series of methods for the formation of higher-type information granules represented by Interval Type-2 Fuzzy Sets are also shown, via multiple approaches, such as Coefficient of Variation, principle of justifiable granularity, uncertainty-based information concept, and numerical evidence based. And a fuzzy granular application comparison is given as to demonstrate the differences in how uncertainty affects the performance of fuzzy information granules. 410 0$aSpringerBriefs in Computational Intelligence,$x2625-3712 606 $aComputational intelligence 606 $aArtificial intelligence 606 $aComputational Intelligence 606 $aArtificial Intelligence 615 0$aComputational intelligence. 615 0$aArtificial intelligence. 615 14$aComputational Intelligence. 615 24$aArtificial Intelligence. 676 $a620 700 $aSanchez$b Mauricio A$4aut$4http://id.loc.gov/vocabulary/relators/aut$0951007 702 $aCastillo$b Oscar$4aut$4http://id.loc.gov/vocabulary/relators/aut 702 $aCastro$b Juan R$4aut$4http://id.loc.gov/vocabulary/relators/aut 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910254176703321 996 $aType-2 Fuzzy Granular Models$92149991 997 $aUNINA