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CHAPTER2FuzzyMathematics
2.5FuzzyMatrix2.6FuzzyRelation2.5FuzzyMatrix2.5.1Basicdefinitionsoffuzzymatrix2.5.2Supportoffuzzymatrix2.5.3Compositionoffuzzymatrix2.5.4Transposeoffuzzymatrix2.5.1BasicdefinitionsoffuzzymatrixIf(,
),thereexist,thenisafuzzymatrix.Usually,
meansallthefuzzymatrixes(rows,
lines).1Union:
2Intersection:
2.5.1Basicdefinitionsoffuzzymatrix3Complement:
4Contain:5Equal:2.5.1BasicdefinitionsoffuzzymatrixExample2.5.1:
Notes:Afuzzymatrixanditscomplementarenotcomplementaryeventssimilarwithfuzzysets.Example2.5.2:
2.5.1BasicdefinitionsoffuzzymatrixExample2.5.3:
2.5.2SupportoffuzzymatrixDefinition:
iscalledthesupportmatrixof.Notes:ThesupportmatrixisaBooleanmatrix.2.5.2SupportoffuzzymatrixExample2.5.4:
2.5.3CompositionoffuzzymatrixDefinition:,,,,thecompositionmatrixofthesetwomatrixesisafuzzymatrixwithrowsandlines,writtenaswhoseelementisThecompositionoffuzzymatrixisalsocalledasmultiplicationoffuzzymatrix.2.5.3CompositionoffuzzymatrixExample2.5.5:
Notes:(popularly)
2.5.4TransposeoffuzzymatrixRowschangeintolinesandlineschangeintorows.2.6FuzzyRelation2.6.1Definitionoffuzzyrelation2.6.2Operationoffuzzyrelation2.6.3Compositionoffuzzyrelation2.6.1DefinitionoffuzzyrelationRelation:AsubsetofaCartesianproductofand,iscalledadualisticrelationfromto(orrelationforshort).Fuzzyrelation:andaretwosets,isafuzzysubsetin,isalsocalledafuzzyrelationfrom
to
.Thedegreeofmembershipof
is2.6.1DefinitionoffuzzyrelationFuzzyrelationcandescribedbyfuzzymatrixwhenandarefiniteset.When,itiscalledthefuzzyrelationin.Anelementinfuzzymatrixmeanstherelationbetweenthe
element
inandtheelementin.2.6.1Definitionoffuzzyrelationisthespaceofheightinanareaand
isthespaceofweight.
,(cm),
,(kg),therelationbetweenheightandweightisintable.
Example2.5.62.6.1Definitionoffuzzyrelation405060708014010.80.20.101500.810.80.20.11600.20.810.80.21700.10.20.810.818000.10.20.81
Fuzzyrelationbetweenheightandweight2.6.1DefinitionoffuzzyrelationWecanfindfromtheaboveexamplethathowdoesfuzzymathematicsdescribethefuzzyconceptioninrealworldintheformofmath.Usingthismethod,wecanhandlethefuzzyconceptionincomputer.2.6.2Operationoffuzzyrelation
andaretwofuzzyrelationsin.1Union:2Intersection:3Contain:4Equal:5Complement:6Transpose:2.6.2OperationoffuzzyrelationCharacteristicsoffuzzyrelation:
1自反性2对称性
Everyelementindiagonaloffuzzymatrixis1.
3传递性2.6.2OperationoffuzzyrelationExample2.6.1Twopeoplehavethefuzzyrelations:“similitude”“enemy”“love”“younger”自反性(Y)对称性(Y)传递性(N)自反性(N)对称性(Y)传递性(N)自反性(Y)对称性(?)传递性(?)自反性(N)对称性(N)传递性(Y)2.6.2OperationoffuzzyrelationExample2.6.2自反性(Y)对称性(Y)传递性(N)2.6.3Compositionoffuzzyrelation
isaspaceofpeople,isthebrotherrelation,isthepaternity,istherelationbetweenuncleandnephew.,,arethreepeoplein,isabrotherof,isthefatherof,soshouldbetheuncleof.Wecalltherelationbetweenuncleandnephewisthecompositionbetweenthebrotherrelationandpaternity.Andwrittenas:Ifthen2.6.3CompositionoffuzzyrelationInageneralway,
,,isthespace,isacommonrelationfrom
to,isacommonrelationfrom
to
,isacommonrelationform
to,ifiscalledacompositionfrom
to,writtenas.2.6.3CompositionoffuzzyrelationDefinition:Let
,,bethespace,
isafuzzyrelationfrom
to
,
isafuzzyrelationfrom
to
,isafuzzyrelationformto,isthecompositionfromtowhohasthemembershipfunction:When
,,isfinite,thecompositi
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