Math Problem Statement

В универсальном множестве U = {u1,...,u5} построено нечёткое множество A = 0.1/u1 + 0.4/u2 + 1/u3 + 0.7/u4 + 0.9/u5. Какие из приведенных ниже множеств являются подмножествами для A?

Solution

The task is to determine which of the given sets are subsets of the fuzzy set AA defined in the universal set U={u1,u2,u3,u4,u5}U = \{u_1, u_2, u_3, u_4, u_5\}.

The fuzzy set AA is defined as:

A=0.1/u1+0.4/u2+1/u3+0.7/u4+0.9/u5A = 0.1/u_1 + 0.4/u_2 + 1/u_3 + 0.7/u_4 + 0.9/u_5

A fuzzy set BB is a subset of AA if for every element uiu_i in UU, the membership value of uiu_i in BB is less than or equal to its membership value in AA.

Let’s analyze each option:

  1. First Option: 0.1/u1+0.4/u2+1/u3+0.7/u4+0.9/u50.1/u_1 + 0.4/u_2 + 1/u_3 + 0.7/u_4 + 0.9/u_5 Comparing with AA, the membership values for all elements u1,u2,u3,u4,u5u_1, u_2, u_3, u_4, u_5 are identical. Therefore, this set is clearly a subset of AA.

  2. Second Option: 1/u1+0.9/u2+1/u3+0.9/u4+0.5/u51/u_1 + 0.9/u_2 + 1/u_3 + 0.9/u_4 + 0.5/u_5 Comparing with AA, the membership values are:

    • u1u_1: 1 (in this option) is greater than 0.1 (in AA), so this is not a subset of AA.
  3. Third Option: 0.2/u1+0.5/u2+0.6/u3+0.4/u4+0.8/u50.2/u_1 + 0.5/u_2 + 0.6/u_3 + 0.4/u_4 + 0.8/u_5 Comparing with AA, the membership values are:

    • u1u_1: 0.2 (in this option) is greater than 0.1 (in AA), so this is not a subset of AA.
  4. Fourth Option: 0.4/u1+0.8/u2+1/u3+0.8/u4+0.9/u50.4/u_1 + 0.8/u_2 + 1/u_3 + 0.8/u_4 + 0.9/u_5 Comparing with AA, the membership values are:

    • u1u_1: 0.4 (in this option) is greater than 0.1 (in AA), so this is not a subset of AA.

Conclusion:

  • The first option is the only subset of AA.

Do you need further clarification or details on fuzzy subsets?

Here are 5 related questions to expand on this topic:

  1. How do fuzzy sets differ from traditional crisp sets?
  2. Can a fuzzy set have multiple subsets with varying degrees of membership?
  3. What are some practical applications of fuzzy logic in real life?
  4. How would we determine the union and intersection of two fuzzy sets?
  5. How does the membership function affect operations like subset, union, and intersection?

Tip: When comparing fuzzy sets, always check each element's membership value individually to ensure the subset condition holds.

Ask a new question for Free

By Image

Drop file here or Click Here to upload

Math Problem Analysis

Mathematical Concepts

Fuzzy Sets
Subset Relations
Set Theory

Formulas

Membership condition for fuzzy set subset: μB(u_i) ≤ μA(u_i) for all u_i in U

Theorems

Fuzzy Set Subset Condition

Suitable Grade Level

Undergraduate Level