Math Problem Statement
Solution
The task is to determine which of the given sets are subsets of the fuzzy set defined in the universal set .
The fuzzy set is defined as:
A fuzzy set is a subset of if for every element in , the membership value of in is less than or equal to its membership value in .
Let’s analyze each option:
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First Option: Comparing with , the membership values for all elements are identical. Therefore, this set is clearly a subset of .
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Second Option: Comparing with , the membership values are:
- : 1 (in this option) is greater than 0.1 (in ), so this is not a subset of .
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Third Option: Comparing with , the membership values are:
- : 0.2 (in this option) is greater than 0.1 (in ), so this is not a subset of .
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Fourth Option: Comparing with , the membership values are:
- : 0.4 (in this option) is greater than 0.1 (in ), so this is not a subset of .
Conclusion:
- The first option is the only subset of .
Do you need further clarification or details on fuzzy subsets?
Here are 5 related questions to expand on this topic:
- How do fuzzy sets differ from traditional crisp sets?
- Can a fuzzy set have multiple subsets with varying degrees of membership?
- What are some practical applications of fuzzy logic in real life?
- How would we determine the union and intersection of two fuzzy sets?
- 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.
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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
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