OPTIMIZATION OF THE FUZZY CONTROLLER FOR AN IMPLANTABLE INSULIN DELIVERY SYSTEM
Fuzzy Set
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Transcript of Fuzzy Set
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Fuzzy SetBY : EHSAN HAMZEI - 810392121
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Sets?
Sets
Fuzzy Classic
1
A = {(u, μA(u))|u ∈ X} A = {u|u ∈ X}
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Introduction 2
Fuzzy sets have been introduced by Zadeh 1965.
Fuzziness occurs when the boundary of a piece of information is not clear-cut.
Classical set theory allows membership in binary terms while, Fuzzy set permits gradual assessment of membership.
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Fuzzy Set 3
Definition: A = {(u, μA(u))|u ∈ X} 0<= μA(u) <=1
Ex: {(1,0.1), (2,0.3), (5,1), (6,0.7)}
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Fuzzy Set 4
Equality: μA(x) = μB(x), ∀x∈X
Subset: (A ⊆ B) μA(x) ≤ μB(x), ∀x∈X
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Fuzzy Set 5
Empty Fuzzy Set: μA(x) = 0, ∀x∈X
kA: kA = {kμA(x), ∀x∈X}
EX:
k =0,5 , A={(a,0.5),(b,0.3),(c,0.2),(d,1)}
kA = {(a,0.25),(b,0.15),(c,0.1),(d,0.5)}
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Fuzzy Set Operations 6
Complement: μ(-A) = 1- μ(A)
Union: μ(AUB) = Max(μ(A), μ(B))
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Fuzzy Set Operations 7
Intersect: μ(A∩B) = Min(μ(A), μ(B))
A|B: A ∩ B’ = Min(μ(A), μ(-B))
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Fuzzy Set (Example) 8
Age ? (Young, Adult): X = {15, 25, 35, 45, 55}
Young = {(15,0.9), (25,0.8), (35,0.5),(45,0.1),(55,0)}
Adult = {(15,0), (25,0.5), (35,0.8), (45,1), (55,1)}
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Fuzzy Set (Example) 8
15 25 35 45 550
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1.2 Age??
Young Adult C(Adult)
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Thanks 26