Consider a fuzzy set A defined on the interval X = [0, 10] of integers by the…

2012

Consider a fuzzy set A defined on the interval X = [0, 10] of integers by the membership function A(x) = x / (x + 2).

Then the α-cut corresponding to α = 0.5 will be:

Answer: C. {2, 3, 4, 5, 6, 7, 8, 9, 10}ConceptFor a fuzzy set A on a universe X, the α-cut of A is the crisp (ordinary) set of all elements whose membership grade reaches at least the threshold α,…

  1. A.

    {0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10}

  2. B.

    {1, 2, 3, 4, 5, 6, 7, 8, 9, 10}

  3. C.

    {2, 3, 4, 5, 6, 7, 8, 9, 10}

  4. D.

    { }

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Show answer & explanation

Correct answer: C

Concept

For a fuzzy set A on a universe X, the α-cut of A is the crisp (ordinary) set of all elements whose membership grade reaches at least the threshold α, that is A(α) = { x ∈ X : A(x) ≥ α }. Thresholding the membership function in this way converts a fuzzy set into an ordinary set. The strong α-cut instead uses the strict inequality A(x) > α, so unless a question says "strong", the ≥ form is intended.

Application

Here the universe X is the set of integers {0, 1, 2, …, 10}, the membership function is A(x) = x / (x + 2) and the threshold is α = 0.5, so the required α-cut is the set of integers x in X that satisfy x / (x + 2) ≥ 0.5.

  1. Write the defining condition of the α-cut for this membership function: x / (x + 2) ≥ 0.5.

  2. Every x in X satisfies x + 2 ≥ 2 > 0, so multiplying both sides by (x + 2) is safe and does not flip the inequality: x ≥ 0.5 (x + 2).

  3. Expand the right-hand side: x ≥ 0.5x + 1.

  4. Subtract 0.5x from both sides: 0.5x ≥ 1.

  5. Multiply both sides by 2: x ≥ 2.

  6. Keep only the integers of X that satisfy x ≥ 2, which gives the set {2, 3, 4, 5, 6, 7, 8, 9, 10}.

Cross-check

Writing A(x) = x / (x + 2) = 1 − 2 / (x + 2) shows the membership grade increases steadily with x, so once the threshold is met it stays met. Evaluating the grades near the boundary confirms where the crossover happens.

x

A(x) = x / (x + 2)

Is A(x) ≥ 0.5 ?

0

0 / 2 = 0

No

1

1 / 3 ≈ 0.33

No

2

2 / 4 = 0.50

Yes (equality counts)

3

3 / 5 = 0.60

Yes (equality counts)

10

10 / 12 ≈ 0.83

Yes (equality counts)

So the α-cut for α = 0.5 is {2, 3, 4, 5, 6, 7, 8, 9, 10}. The element x = 2 belongs to it because the α-cut is defined with ≥ and A(2) = 0.5 exactly; the strong 0.5-cut would drop it and give {3, 4, 5, 6, 7, 8, 9, 10}.

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