Absolute relative approximate error

In summary, the formula for "the absolute relative approximate error" is ((x_present - x_previous) / x_present) * 100. This formula calculates the size of the error relative to the approximate value, which is used because the exact value is unknown. The term "absolute relative approximate error" refers to this specific formula for calculating error.
  • #1
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I'm a bit confused, i have a question, it asks me to find ''the absolute relative approximate error'' at the end of each iteration. What's the formula of ''the absolute relative approximate error''?
 
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  • #2
absolute means the size of the error (ie. the absolute value of the error), and relative means relative to the exact value. So the formula would be (absolute value of the error)/(exact value).
 
  • #3
The exact value is presumably unknown. Why go to the effort of finding an approximate solution if you already know the exact value? The exact value cannot be used to determine the relative error. An approximate value is available, so that is the appropriate thing to use in computing the scaled (or relative) error. Hence the term "absolute relative approximate error".
 
  • #4
I find lecture notes:

''the absolute relative approximate error'' = (( x_present - x_previous ) / x_present )*100
 
  • #5


The formula for absolute relative approximate error is (approximate value - exact value)/exact value. This measures the difference between the approximate value and the exact value, relative to the exact value. It is important to track this error during iterations to ensure the accuracy of the results.
 

Related to Absolute relative approximate error

1. What is "Absolute Relative Approximate Error"?

Absolute Relative Approximate Error, also known as ARAE, is a measure of how close a calculated value is to the true value. It takes into account both the absolute error and the relative error, providing a more comprehensive measure of accuracy.

2. How is "Absolute Relative Approximate Error" calculated?

ARAE is calculated by taking the absolute value of the difference between the calculated value and the true value, and then dividing it by the true value. This result is then multiplied by 100 to express it as a percentage.

3. Why is "Absolute Relative Approximate Error" important in scientific research?

In scientific research, accuracy is crucial in drawing valid conclusions and making informed decisions. ARAE provides a standardized way to measure the accuracy of calculated values, making it easier to compare results and assess the reliability of data.

4. How does "Absolute Relative Approximate Error" differ from other measures of error?

While absolute error measures the difference between the calculated and true values without taking into account the magnitude of the values, and relative error measures the difference as a percentage of the true value, ARAE combines both measures to provide a more comprehensive evaluation of accuracy.

5. Are there any limitations to using "Absolute Relative Approximate Error"?

ARAE is most useful when the true value is known or can be calculated accurately. It may not be as reliable when the true value is unknown or when the calculated value is close to zero. Additionally, ARAE does not take into account any systematic errors in the measurement process.

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