CHAPTER 3 FUZZY RELATION and COMPOSITION Crisp Relation
CHAPTER 3 FUZZY RELATION and COMPOSITION Crisp relation ! " Definition (Product set) Let A and B be two non-empty sets, the prod uct set or Cartesian product A × B is defined as follows, A × B = {(a, b) | a ∈ A, b ∈ B } Example A = {a1, a2, a3}, B = {b1, b2} A × B = {(a1, b1), (a1, b2), (a2, b1), (a2, b2), (a3, b1), (a3, b2)} b2 (a1, b2) (a2, b2) (a3, b2) b1 (a1, b1) (a2, b1) (a3, b1) a1 a2 a3 Crisp relation n" Binary Relation If A and B are two sets and there is a specific property between elements x of A and y of B, this property can be described using the ordered pair (x, y) . A set of such (x, y) pairs, x ∈ A and y ∈ B, is called a relation R. R = { (x,y) | x ∈ A, y ∈ B } n" n-ary relation For sets A1, A2, A3, ..., An, the relation among elements x1 ∈ A1, x2 ∈ A2, x3 ∈ A3, ..., xn ∈ An can be described by n-tuple (x1, x2, ..., xn). A collection o f such n-tuples (x1, x2, x3, ..., xn) is a relation R among A1, A2, A3, ..., An. (x1, x2, x3, … , xn) ∈ R , R ⊆ A1 × A2 × A3 × … × An Crisp relation ! " Domain and Range dom(R) = { x | x ∈ A, (x, y) ∈ R for some y ∈ B } ran(R) = { y | y ∈ B, (x, y) ∈ R for some x ∈ A } A B dom (R ) R ran(R ) dom(R) , ran(R) Crisp relation ! " Characteristics of relation (1) Surjection (many-to-one) n" f(A) = B or ran(R) = B.
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