What is the formal epsilon-N condition for a Cauchy sequence of real numbers?
Conditions
- The sequence consists of real numbers.
- The condition must hold for every .
- The threshold may depend on .
- Both indices and must be greater than or equal to .
Reasoning, step by step
- Start with an arbitrary positive tolerance .
- Identify a threshold index that depends on .
- Consider any two indices and such that .
- Calculate the absolute difference between the sequence terms .
- Verify that this distance is strictly less than .
Example
The video writes the formal condition on the board as , explaining that after some index , any two later terms of the sequence are within of each other.
Common misconceptions
- Believing that the distance must be measured to a specific limit ; the Cauchy condition only measures the distance between two sequence terms.
- Assuming that must work for all simultaneously; is allowed to depend on the chosen .
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The bisection method constructs a sequence of upper bounds that is proven to be a Cauchy sequence. However, being Cauchy only means the terms get close to each other; it does not guarantee they converge to a specific real number.
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