:: Lattice of Fuzzy Sets
:: by Takashi Mitsuishi and Grzegorz Bancerek
::
:: Received August 12, 2003
:: Copyright (c) 2003-2019 Association of Mizar Users
:: (Stowarzyszenie Uzytkownikow Mizara, Bialystok, Poland).
:: This code can be distributed under the GNU General Public Licence
:: version 3.0 or later, or the Creative Commons Attribution-ShareAlike
:: License version 3.0 or later, subject to the binding interpretation
:: detailed in file COPYING.interpretation.
:: See COPYING.GPL and COPYING.CC-BY-SA for the full text of these
:: licenses, or see http://www.gnu.org/licenses/gpl.html and
:: http://creativecommons.org/licenses/by-sa/3.0/.
environ
vocabularies NUMBERS, ORDERS_2, XREAL_0, STRUCT_0, TARSKI, XXREAL_0, MEASURE5,
XXREAL_1, XBOOLE_0, SUBSET_1, CARD_1, RELAT_2, LATTICE3, EQREL_1,
LATTICES, XXREAL_2, YELLOW_0, REAL_1, SEQ_4, REWRITE1, TREES_2, LATTICE2,
WAYBEL_0, RELAT_1, FUNCT_1, ORDINAL2, YELLOW_1, WAYBEL_3, PBOOLE, CARD_3,
WAYBEL_1, NEWTON, FUNCOP_1, FUNCT_2, MONOID_0, FUZZY_1, PARTFUN1,
QC_LANG1, FUZZY_2, VALUED_1, ZFMISC_1, LFUZZY_0, MEMBERED;
notations TARSKI, XBOOLE_0, ZFMISC_1, RELAT_1, FUNCT_1, FUNCT_2, BINOP_1,
DOMAIN_1, ORDINAL1, PARTFUN1, SUBSET_1, NUMBERS, XXREAL_2, XREAL_0,
MEMBERED, SEQ_4, RCOMP_1, RELSET_1, STRUCT_0, ORDERS_2, PBOOLE, MONOID_0,
LATTICE3, YELLOW_0, WAYBEL_0, YELLOW_1, WAYBEL_1, WAYBEL_3, FUZZY_1,
FUZZY_2, FUZZY_4, MEASURE5, FUNCOP_1, XXREAL_0;
constructors DOMAIN_1, SQUARE_1, LATTICE3, MONOID_0, ORDERS_3, WAYBEL_1,
WAYBEL_3, INTEGRA1, FUZZY_4, SEQ_4, RELSET_1, FUZZY_1, BINOP_2;
registrations SUBSET_1, RELSET_1, NUMBERS, XREAL_0, MEMBERED, STRUCT_0,
LATTICE3, YELLOW_0, MONOID_0, YELLOW_1, WAYBEL_1, WAYBEL_2, WAYBEL_3,
WAYBEL10, WAYBEL17, ORDERS_4, ORDERS_2, FUNCOP_1;
requirements BOOLE, SUBSET, NUMERALS, REAL;
begin :: Posets of Real Numbers
definition
let R be RelStr;
attr R is real means
:: LFUZZY_0:def 1
the carrier of R c= REAL & for x,y being Real
st x in the carrier of R & y in the carrier of R holds [x,y] in the
InternalRel of R iff x <= y;
end;
definition
let R be RelStr;
attr R is interval means
:: LFUZZY_0:def 2
R is real & ex a,b being Real st a <= b & the carrier of R = [.a,b.];
end;
registration
cluster interval -> real non empty for RelStr;
end;
registration
cluster empty -> real for RelStr;
end;
theorem :: LFUZZY_0:1
for X being real-membered set ex R being strict RelStr st the
carrier of R = X & R is real;
registration
cluster interval strict for RelStr;
end;
theorem :: LFUZZY_0:2
for R1,R2 being real RelStr st the carrier of R1 = the carrier of
R2 holds the RelStr of R1 = the RelStr of R2;
registration
let R be non empty real RelStr;
cluster -> real for Element of R;
end;
definition
let X be real-membered set;
func RealPoset X -> real strict RelStr means
:: LFUZZY_0:def 3
the carrier of it = X;
end;
registration
let X be non empty real-membered set;
cluster RealPoset X -> non empty;
end;
notation
let R be RelStr;
let x,y be Element of R;
synonym x <<= y for x <= y;
synonym y >>= x for x <= y;
antonym x ~<= y for x <= y;
antonym y ~>= x for x <= y;
end;
theorem :: LFUZZY_0:3
for R being non empty real RelStr for x,y being Element of R
holds x <= y iff x <<= y;
registration
cluster real -> reflexive antisymmetric transitive for RelStr;
end;
registration
cluster -> connected for real non empty RelStr;
end;
definition
let R be non empty real RelStr;
let x,y be Element of R;
redefine func max(x,y) -> Element of R;
end;
definition
let R be non empty real RelStr;
let x,y be Element of R;
redefine func min(x,y) -> Element of R;
end;
registration
cluster -> with_suprema with_infima for real non empty RelStr;
end;
reserve x,y,z for Real,
R for real non empty RelStr,
a,b for Element of R;
registration
let R;
let a,b be Element of R;
identify a"\/"b with max(a,b);
identify a"/\"b with min(a,b);
end;
theorem :: LFUZZY_0:4
a"\/"b = max(a,b);
theorem :: LFUZZY_0:5
a"/\"b = min(a,b);
theorem :: LFUZZY_0:6
(ex x st x in the carrier of R & for y st y in the carrier of R
holds x <= y) iff R is lower-bounded;
theorem :: LFUZZY_0:7
(ex x st x in the carrier of R & for y st y in the carrier of R
holds x >= y) iff R is upper-bounded;
registration
cluster interval -> bounded for non empty RelStr;
end;
theorem :: LFUZZY_0:8
for R being interval non empty RelStr, X being set holds ex_sup_of X,R;
registration
cluster -> complete for interval non empty RelStr;
end;
registration
cluster -> distributive for Chain;
end;
registration
cluster -> Heyting for interval non empty RelStr;
end;
registration
cluster [.0,1 .] -> non empty;
end;
registration
cluster RealPoset [.0,1 .] -> interval;
end;
begin :: Product of Heyting Lattices
theorem :: LFUZZY_0:9
for I being non empty set for J being RelStr-yielding non-Empty
reflexive-yielding ManySortedSet of I st for i being Element of I holds J.i is
sup-Semilattice holds product J is with_suprema;
theorem :: LFUZZY_0:10
for I being non empty set for J being RelStr-yielding non-Empty
reflexive-yielding ManySortedSet of I st for i being Element of I holds J.i is
Semilattice holds product J is with_infima;
theorem :: LFUZZY_0:11
for I being non empty set for J being RelStr-yielding non-Empty
reflexive-yielding ManySortedSet of I st for i being Element of I holds J.i is
Semilattice for f,g being Element of product J, i being Element of I holds (f
"/\" g).i = (f.i) "/\" (g.i);
theorem :: LFUZZY_0:12
for I being non empty set for J being RelStr-yielding non-Empty
reflexive-yielding ManySortedSet of I st for i being Element of I holds J.i is
sup-Semilattice for f,g being Element of product J, i being Element of I holds
(f "\/" g).i = (f.i) "\/" (g.i);
theorem :: LFUZZY_0:13
for I being non empty set for J being RelStr-yielding non-Empty
reflexive-yielding ManySortedSet of I st for i being Element of I holds J.i is
Heyting complete LATTICE holds product J is complete Heyting;
registration
let A be non empty set;
let R be complete Heyting LATTICE;
cluster R |^ A -> Heyting;
end;
begin :: Lattice of Fuzzy Sets
definition
let A be non empty set;
func FuzzyLattice A -> Heyting complete LATTICE equals
:: LFUZZY_0:def 4
(RealPoset [. 0,1 .])
|^ A;
end;
theorem :: LFUZZY_0:14
for A being non empty set holds the carrier of FuzzyLattice A =
Funcs(A, [. 0, 1 .]);
registration
let A be non empty set;
cluster FuzzyLattice A -> constituted-Functions;
end;
theorem :: LFUZZY_0:15
for R being complete Heyting LATTICE, X being Subset of R, y be
Element of R holds "\/"(X,R) "/\" y = "\/"({x "/\" y where x is Element of R: x
in X},R);
definition
let X be non empty set;
let a be Element of FuzzyLattice X;
func @a -> Membership_Func of X equals
:: LFUZZY_0:def 5
a;
end;
definition
let X be non empty set;
let f be Membership_Func of X;
func (X,f)@ -> Element of FuzzyLattice X equals
:: LFUZZY_0:def 6
f;
end;
definition
let X be non empty set;
let f be Membership_Func of X;
let x be Element of X;
redefine func f.x -> Element of RealPoset [. 0,1 .];
end;
definition
let X,Y be non empty set;
let f be RMembership_Func of X,Y;
let x be Element of X, y be Element of Y;
redefine func f.(x,y) -> Element of RealPoset [. 0,1 .];
end;
definition
let X be non empty set;
let f be Element of FuzzyLattice X;
let x be Element of X;
redefine func f.x -> Element of RealPoset [. 0,1 .];
end;
reserve C for non empty set,
c for Element of C,
f,g for Membership_Func of C,
s,t for Element of FuzzyLattice C;
theorem :: LFUZZY_0:16
(for c holds f.c <= g.c) iff (C,f)@ <<= (C,g)@;
theorem :: LFUZZY_0:17
s <<= t iff for c holds @s.c <= @t.c;
theorem :: LFUZZY_0:18
max(f,g) = (C,f)@ "\/" (C,g)@;
theorem :: LFUZZY_0:19
s "\/" t = max(@s, @t);
theorem :: LFUZZY_0:20
min(f,g) = (C,f)@ "/\" (C,g)@;
theorem :: LFUZZY_0:21
s "/\" t = min(@s, @t);
begin :: Associativity of composition of fuzzy relations
scheme :: LFUZZY_0:sch 1
SupDistributivity { L() -> complete LATTICE, X, Y() -> non empty set, F(set,
set) -> Element of L(), P,Q[set]}: "\/"({ "\/"({F(x,y) where y is Element of Y(
): Q[y]}, L()) where x is Element of X(): P[x] }, L()) = "\/"({F(x,y) where x
is Element of X(), y is Element of Y(): P[x] & Q[y]}, L());
scheme :: LFUZZY_0:sch 2
SupDistributivity9 { L() -> complete LATTICE, X, Y() -> non empty set, F(set
,set) -> Element of L(), P,Q[set]}: "\/"({ "\/"({F(x,y) where x is Element of X
(): P[x]},L()) where y is Element of Y(): Q[y] }, L()) = "\/"({F(x,y) where x
is Element of X(), y is Element of Y(): P[x] & Q[y]}, L());
scheme :: LFUZZY_0:sch 3
FraenkelF9R9{ A() -> non empty set,B() -> non empty set, F1, F2(set,set) ->
set, P[set,set] } : { F1(u1,v1) where u1 is (Element of A()), v1 is Element of
B() : P[u1,v1] } = { F2(u2,v2) where u2 is (Element of A()), v2 is Element of B
() : P[u2,v2] }
provided
for u being (Element of A()), v being Element of B() st P[u,v] holds
F1(u,v) = F2(u,v);
scheme :: LFUZZY_0:sch 4
FraenkelF699R { A() -> non empty set, B() -> non empty set, F1, F2(set,set)
-> set, P[set,set], Q[set,set] } : { F1(u1,v1) where u1 is (Element of A()), v1
is Element of B() : P[u1,v1] } = { F2(u2,v2) where u2 is (Element of A()), v2
is Element of B() : Q[u2,v2] }
provided
for u being (Element of A()), v being Element of B() holds P[u,v]
iff Q[u,v] and
for u being (Element of A()), v being Element of B() st P[u,v] holds
F1(u,v) = F2(u,v);
scheme :: LFUZZY_0:sch 5
SupCommutativity { L() -> complete LATTICE, X, Y() -> non empty set, F1, F2(
set,set) -> Element of L(), P,Q[set]}: "\/"({ "\/"({F1(x,y) where y is Element
of Y(): Q[y]}, L()) where x is Element of X(): P[x] }, L()) = "\/"({ "\/"({F2(
x9,y9) where x9 is Element of X(): P[x9]}, L()) where y9 is Element of Y(): Q[
y9] }, L())
provided
for x being Element of X(), y being Element of Y() st P[x] & Q[y]
holds F1(x,y) = F2(x,y);
theorem :: LFUZZY_0:22
for X,Y,Z being non empty set for R being RMembership_Func of X,
Y for S being RMembership_Func of Y,Z for x being Element of X, z being Element
of Z holds (R (#) S).(x,z) =
"\/"((the set of all R.(x,y) "/\" S.(y,z) where y is Element of Y),
RealPoset [. 0,1 .]);
theorem :: LFUZZY_0:23
for X,Y,Z,W being non empty set for R being RMembership_Func of X,Y
for S being RMembership_Func of Y,Z for T being RMembership_Func of Z,W holds (
R (#) S) (#) T = R (#) (S (#) T);