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Direction cones for the representation of tomonoids Thomas Vetterlein Department of Knowledge-Based Mathematical Systems, Johannes Kepler University (Linz) June 2013 Background ( Lotfi Zadeh ) Fuzzy logic deals with (is supposed to deal with)


  1. Direction cones for the representation of tomonoids Thomas Vetterlein Department of Knowledge-Based Mathematical Systems, Johannes Kepler University (Linz) June 2013

  2. Background ( Lotfi Zadeh ) Fuzzy logic deals with (is supposed to deal with) vague properties:

  3. Background ( Lotfi Zadeh ) Fuzzy logic deals with (is supposed to deal with) vague properties: 1 low normal elevated 0.8 0.6 0.4 0.2 0 Fuzzy sets to model the result of a blood test

  4. Background ( Lotfi Zadeh ) Fuzzy logic deals with (is supposed to deal with) vague properties: 1 low normal elevated 0.8 0.6 0.4 0.2 0 Fuzzy sets to model the result of a blood test The collection of vague propositions gives rise (is supposed to give rise) to a residuated ℓ -monoid ( L ; ∧ , ∨ , ⊙ , → , 0 , 1) ( Petr H´ ajek ).

  5. Algebras for fuzzy logic We frequently deal with certain residuated ℓ -monoids called MTL-algebras ( Ll. Godo, F. Esteva ):

  6. Algebras for fuzzy logic We frequently deal with certain residuated ℓ -monoids called MTL-algebras ( Ll. Godo, F. Esteva ): strength truth, of propositions falsity (strong) implication conjunction

  7. The finite case Theorem ( A. Ciabattoni, G. Metcalfe, F. Montagna ) MTL-algebras form a variety, which is generated by its totally ordered finite members.

  8. The finite case Theorem ( A. Ciabattoni, G. Metcalfe, F. Montagna ) MTL-algebras form a variety, which is generated by its totally ordered finite members. One of the big issues of many-valued logics: How can totally ordered finite MTL-algebras be described?

  9. Tomonoids ( E. Gabovich, J. J. Madden et al., ... ) We identify finite totally ordered MTL-algebras with “c.p.f. tomonoids”:

  10. Tomonoids ( E. Gabovich, J. J. Madden et al., ... ) We identify finite totally ordered MTL-algebras with “c.p.f. tomonoids”: Definition ( L ; � , + , 0) is a totally ordered monoid, or tomonoid, if: (T1) ( L ; + , 0) is a monoid; (T2) � is a translation-invariant total order: a � b implies a + c � b + c and c + a � c + b .

  11. Tomonoids ( E. Gabovich, J. J. Madden et al., ... ) We identify finite totally ordered MTL-algebras with “c.p.f. tomonoids”: Definition ( L ; � , + , 0) is a totally ordered monoid, or tomonoid, if: (T1) ( L ; + , 0) is a monoid; (T2) � is a translation-invariant total order: a � b implies a + c � b + c and c + a � c + b . A tomonoid is called commutative if + is commutative; positive if 0 is the bottom element. finitely generated if L is so as a monoid.

  12. Congruences and orders on free monoids Consider the free monoid over n � 1 elements, ( N n ; + , 0).

  13. Congruences and orders on free monoids Consider the free monoid over n � 1 elements, ( N n ; + , 0). Let � be a translation-invariant, positive total order on N n . Then ( N n ; � , + , 0) is a c.p.f. tomonoid.

  14. Congruences and orders on free monoids Consider the free monoid over n � 1 elements, ( N n ; + , 0). Let � be a translation-invariant, positive total order on N n . Then ( N n ; � , + , 0) is a c.p.f. tomonoid. Definition A tomonoid that is a quotient of a tomonoid N n is called formally integral.

  15. Congruences and orders on free monoids Consider the free monoid over n � 1 elements, ( N n ; + , 0). Let � be a translation-invariant, positive total order on N n . Then ( N n ; � , + , 0) is a c.p.f. tomonoid. Definition A tomonoid that is a quotient of a tomonoid N n is called formally integral. � can be described by a positive cone on ( Z n ; + , 0), making Z n a totally ordered Abelian group.

  16. Congruences and orders on free monoids Consider the free monoid over n � 1 elements, ( N n ; + , 0). Let � be a translation-invariant, positive total order on N n . Then ( N n ; � , + , 0) is a c.p.f. tomonoid. Definition A tomonoid that is a quotient of a tomonoid N n is called formally integral. � can be described by a positive cone on ( Z n ; + , 0), making Z n a totally ordered Abelian group. However: Not all tomonoids are formally integral.

  17. Preorders Consider the free monoid over n elements, ( N n ; + , 0). Let � be a translation-invariant, positive total pre order on N n .

  18. Preorders Consider the free monoid over n elements, ( N n ; + , 0). Let � be a translation-invariant, positive total pre order on N n . Then the symmetrisation ≈ of � is a tomonoid congruence, and ( � N n � ≈ ; � , + , � 0 � ≈ ) is a c.p.f. tomonoid.

  19. Preorders Consider the free monoid over n elements, ( N n ; + , 0). Let � be a translation-invariant, positive total pre order on N n . Then the symmetrisation ≈ of � is a tomonoid congruence, and ( � N n � ≈ ; � , + , � 0 � ≈ ) is a c.p.f. tomonoid. Theorem All c.p.f. tomonoids arise in this way.

  20. Preorders Consider the free monoid over n elements, ( N n ; + , 0). Let � be a translation-invariant, positive total pre order on N n . Then the symmetrisation ≈ of � is a tomonoid congruence, and ( � N n � ≈ ; � , + , � 0 � ≈ ) is a c.p.f. tomonoid. Theorem All c.p.f. tomonoids arise in this way. Indeed, given a monoid epimorphism N n → L , we can pull back the total order on L to N n .

  21. Preorders Consider the free monoid over n elements, ( N n ; + , 0). Let � be a translation-invariant, positive total pre order on N n . Then the symmetrisation ≈ of � is a tomonoid congruence, and ( � N n � ≈ ; � , + , � 0 � ≈ ) is a c.p.f. tomonoid. Theorem All c.p.f. tomonoids arise in this way. Indeed, given a monoid epimorphism N n → L , we can pull back the total order on L to N n . Question: Can we describe � by means of something like a positive cone?

  22. Positive cone and direction cone A translation-invariant, positive total order on N n is called a monomial order.

  23. Positive cone and direction cone A translation-invariant, positive total order on N n is called a monomial order. The describing positive cone is C � = { z ∈ Z n : a � b for any a, b ∈ N n such that z = b − a. }

  24. Positive cone and direction cone A translation-invariant, positive total order on N n is called a monomial order. The describing positive cone is C � = { z ∈ Z n : a � b for any a, b ∈ N n such that z = b − a. } Definition Let � be a translation-invariant, positive total preorder on N n . Then we call � a monomial preorder.

  25. Positive cone and direction cone A translation-invariant, positive total order on N n is called a monomial order. The describing positive cone is C � = { z ∈ Z n : a � b for any a, b ∈ N n such that z = b − a. } Definition Let � be a translation-invariant, positive total preorder on N n . Then we call � a monomial preorder. Moreover, the direction cone of � is C � = { z ∈ Z n : a � b for any a, b ∈ N n such that z = b − a } .

  26. Direction cones Theorem C ⊆ Z n is the direction cone of a monomial preorder iff: (C1) Let z ∈ N n . Then z ∈ C and, if z � = 0, − z / ∈ C . (C2) Let ( x 1 , . . . , x k ), k � 2, be an addable k -tuple of elements of C . Then x 1 + . . . + x k ∈ C . (C3) For each z ∈ Z n , either z ∈ C or − z ∈ C .

  27. Direction cones Theorem C ⊆ Z n is the direction cone of a monomial preorder iff: (C1) Let z ∈ N n . Then z ∈ C and, if z � = 0, − z / ∈ C . (C2) Let ( x 1 , . . . , x k ), k � 2, be an addable k -tuple of elements of C . Then x 1 + . . . + x k ∈ C . (C3) For each z ∈ Z n , either z ∈ C or − z ∈ C . ( x 1 , . . . , x k ) is addable if for i = 1 , . . . , k x i + . . . + x k � ( x 1 + . . . + x k ) ∨ 0 .

  28. Cone tomonoids A monomial preorder � has a direction cone C � .

  29. Cone tomonoids A monomial preorder � has a direction cone C � . A direction cone defines in turn a monomial preorder: Definition Let C ⊆ Z n be a direction cone. Then the monomial preorder induced by C is the smallest preorder � C such that (O) a � C b for any a, b ∈ N n such that b − a ∈ C .

  30. Cone tomonoids A monomial preorder � has a direction cone C � . A direction cone defines in turn a monomial preorder: Definition Let C ⊆ Z n be a direction cone. Then the monomial preorder induced by C is the smallest preorder � C such that (O) a � C b for any a, b ∈ N n such that b − a ∈ C . The tomonoid represented by � C is called a cone tomonoid.

  31. Cone tomonoids A monomial preorder � has a direction cone C � . A direction cone defines in turn a monomial preorder: Definition Let C ⊆ Z n be a direction cone. Then the monomial preorder induced by C is the smallest preorder � C such that (O) a � C b for any a, b ∈ N n such that b − a ∈ C . The tomonoid represented by � C is called a cone tomonoid. � C � is contained in � , hence: Theorem Any c.p.f. tomonoid is the quotient of a cone tomonoid.

  32. Example Let L be a tomonoid generated by a and b : 0 < a < b < 2 a < a + b < 2 b < 3 a < 2 a + b < a + 2 b = 4 a < 1 .

  33. Example Let L be a tomonoid generated by a and b : 0 < a < b < 2 a < a + b < 2 b < 3 a < 2 a + b < a + 2 b = 4 a < 1 . The monomial preorder � representing L .

  34. Example, ctd. The direction cone of � .

  35. Example, ctd. The cone tomonoid whose quotient is L .

  36. Summary so far ◮ Any c.p.f. tomonoid is a quotient of a cone tomonoid.

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