Non Decreasing Subsequence in [0,1]

In summary, the conversation discussed finding a sequence in [0,1] that satisfies the Bolzano-Weierstrass property. It was suggested to use a sequence that enumerates all the rational numbers or a simple explicit formula such as y(n,k) = k/2^n. This will generate a dense subset of dyadic numbers in [0,1].
  • #1
Bachelier
376
0
Not a homework problem.

I was reading this analysis book by Korner and in it there was a question about Bolzano-Weierstrass property in [tex] \mathbb{R} [/tex]. it states

[tex]\text{Find a sequence} \ x_n \in [0,1], \text{such that given any x} \in [0,1], \text{we can find} \ n_1 < n_2 < ... s.t. \ x_n_j \rightarrow x \ as j \rightarrow \infty [/tex]
 
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  • #2
Try to take a sequence that enumerates all the rational numbers. I believe that could do it...
 
  • #3
you mean something like the Farey sequence.
 
  • #4
Basically it is sufficient that your sequence as a set is dense in [0,1] (this is not immediately obvious, but apparent if you think of it, since any open interval around x will contain an infinite amount of elements). A sequence ordering the rationals will certainly do, but a simple explicit formula could be [tex]y(n,k) = k/2^n[/tex] where k ranges from 0 to 2^n for each n, and letting [tex]x_{n} = x(\lfloor \log_2n \rfloor,n-2^{\lfloor \log_2n \rfloor})[/tex]. What has been done is just forming y(n,k) into a sequence.

This will generate the set of dyadic numbers in [0,1] which is a dense subset.
 
Last edited:
  • #5
Clear...Thank you guys. :smile:
 

1. What is a non-decreasing subsequence?

A non-decreasing subsequence is a sequence of numbers in which each number is greater than or equal to the previous number. This means that the sequence can stay the same or increase, but cannot decrease.

2. How is a non-decreasing subsequence different from a non-increasing subsequence?

A non-decreasing subsequence is the opposite of a non-increasing subsequence. In a non-increasing subsequence, each number is less than or equal to the previous number, meaning that the sequence can stay the same or decrease, but cannot increase.

3. Why is the interval [0,1] often used for studying non-decreasing subsequences?

The interval [0,1] is often used because it contains a wide range of values and is easy to work with mathematically. Additionally, many real-world situations involve variables that fall within this interval, making it a relevant and useful range to study.

4. How can non-decreasing subsequences be used in data analysis?

Non-decreasing subsequences can be used in data analysis to identify trends and patterns in a dataset. By looking at the non-decreasing subsequences, we can see if the data is increasing or staying the same over time, which can provide valuable insights for decision making.

5. Are there any efficient algorithms for finding the longest non-decreasing subsequence in [0,1]?

Yes, there are several efficient algorithms for finding the longest non-decreasing subsequence in [0,1]. One example is the dynamic programming algorithm, which has a time complexity of O(nlogn), making it a popular choice for solving this problem.

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