Is Min Function a Valid Metric on Cartesian Product Spaces?

In summary, the function d defined by d((x1,y1), (x2,y2)) = min{d(x1,x2),d(y1,y2)} is a metric on X x Y because it satisfies the three properties of a metric.
  • #1
Rederick
12
0

Homework Statement



Let (X, d1) and (Y,d2) be metric space. Define a function d:(X x Y)x(X x Y) to R by d((x1,y,1), (x2,y2))=min{d(x1,x2),d(y1,y2)}. Is d a metric on X x Y? Explain


Homework Equations



N/A

The Attempt at a Solution



Is it enough to say that the min for d((x1,y1),d(x2,y2)) is the distance function between two points and since the distance function is the minimum distance between 2 points and a metric, then d is a metric?
 
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  • #2


Yes, that is a valid explanation. You can also mention that d satisfies the three properties of a metric:

1. Non-negativity: d((x1,y1), (x2,y2)) = min{d(x1,x2),d(y1,y2)} ≥ 0 for all (x1,y1),(x2,y2) ∈ X x Y.

2. Symmetry: d((x1,y1), (x2,y2)) = min{d(x1,x2),d(y1,y2)} = d((x2,y2), (x1,y1)) for all (x1,y1),(x2,y2) ∈ X x Y.

3. Triangle inequality: d((x1,y1), (x3,y3)) = min{d(x1,x3),d(y1,y3)} ≤ d((x1,y1), (x2,y2)) + d((x2,y2), (x3,y3)) for all (x1,y1),(x2,y2),(x3,y3) ∈ X x Y.
 

1. What is the minimum function on a metric?

The minimum function on a metric is a mathematical tool used to find the smallest value in a given set of data. It is often used in statistics and data analysis to identify the lowest value in a dataset.

2. How is the minimum function calculated?

The minimum function is calculated by comparing all the values in a dataset and selecting the smallest value as the minimum. This can be done manually or using mathematical formulas in a computer program.

3. What is the importance of the minimum function in data analysis?

The minimum function is important in data analysis as it helps to identify the smallest value in a dataset, which can provide insights into the range and distribution of the data. It is also useful for identifying outliers or extreme values that may impact the overall analysis.

4. Can the minimum function be used on non-numeric data?

No, the minimum function can only be used on numeric data as it involves comparing values and selecting the smallest one. Non-numeric data, such as text or categorical data, cannot be compared in the same way.

5. How does the minimum function differ from the mean or median?

The minimum function differs from the mean and median in that it only considers the smallest value in a dataset, while the mean and median take into account all values. The mean is the average of all values, while the median is the middle value when the values are arranged in ascending or descending order.

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