True/False regarding Delta Neighborhoods

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In summary, the conversation discusses the concept of limits and how finding a smaller delta leads to being "closer" to a point, while a larger delta means being "further away". It also clarifies that the question is asking if any smaller delta will suffice, not a larger one.
  • #1
RJLiberator
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Homework Statement


True/False: If a particular delta has been constructed as a suitable response to a particular epsilon challenge, then any smaller positive delta will also suffice.

Homework Equations

The Attempt at a Solution



The submitted solution is as follows:
mathhw1.png


However, when I read this solution, I note that 0 < delta_1 < delta_2.

The submitter goes on to start with delta_1 to then show that delta 2 holds. Didn't the submitter show that if a particular delta has been constructed as a suitable response to a particular epsilon challenge, then any LARGER positive delta will also suffice? This is not what the question asks.
 
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  • #2
RJLiberator said:

Homework Statement


True/False: If a particular delta has been constructed as a suitable response to a particular epsilon challenge, then any smaller positive delta will also suffice.

Homework Equations

The Attempt at a Solution



The submitted solution is as follows:
View attachment 113966

However, when I read this solution, I note that 0 < delta_1 < delta_2.

The submitter goes on to start with delta_1 to then show that delta 2 holds. Didn't the submitter show that if a particular delta has been constructed as a suitable response to a particular epsilon challenge, then any LARGER positive delta will also suffice? This is not what the question asks.
No, it is not saying that a larger delta works. Here's what I think is going on. A challenge value of ##\epsilon > 0## has been given, which is answered by a value of ##\delta_2##. In the image, a smaller value of ##\delta_1## is then selected. Now, if ##|x - c | < \delta_2## it will also be true (almost trivially) that ##|x - c | < \delta_1##, which in turn implies that ##|f(x) - f(c)| < \epsilon##
 
  • #3
RJLiberator said:

Homework Statement


True/False: If a particular delta has been constructed as a suitable response to a particular epsilon challenge, then any smaller positive delta will also suffice.

There are two aspects to limits: an understanding of what you are trying to do; and, the nitty-gritty manipulation of epsilons and deltas etc.

In this case, the understanding should be clear: finding a delta means you are "close enough" to a point and if you reduce the delta you are "even closer". While, increasing the delta means you are "further away".

You really shouldn't be having any trouble seeing this.
 

Related to True/False regarding Delta Neighborhoods

1. Is a "Delta neighborhood" a real scientific term?

Yes, "Delta neighborhood" is a term used in mathematics and statistics to describe a set of data points that are within a certain distance from a central point, also known as a centroid or mean.

2. How is a Delta neighborhood different from a regular neighborhood?

A Delta neighborhood is specifically defined by a distance threshold, whereas a regular neighborhood can vary in size and shape depending on the context. Additionally, a Delta neighborhood is often used in the analysis of spatial data, while a regular neighborhood can refer to any group of people or objects living or existing in close proximity.

3. Can a data point belong to multiple Delta neighborhoods?

Yes, a data point can belong to multiple Delta neighborhoods if it falls within the distance threshold of multiple centroids or means. This can be useful in analyzing the relationships between different sets of data.

4. How do you determine the distance threshold for a Delta neighborhood?

The distance threshold for a Delta neighborhood is typically determined by the researcher based on the specific dataset and research question. It can also be determined using statistical methods such as the k-nearest neighbors algorithm.

5. Is the concept of Delta neighborhoods limited to spatial data analysis?

No, while Delta neighborhoods are often used in spatial data analysis, the concept can also be applied to non-spatial data. For example, in social network analysis, a Delta neighborhood can refer to a group of individuals who are within a certain number of connections from a central person.

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