Finding Constants for Normalization Condition in Exponential Function

In summary, the conversation discusses using the normalization condition to find the constants λ and a of a given function. The individual is attempting to integrate the function and set it equal to one, but encounters a problem due to the integral not converging. They question the accuracy of the problem and the integration limits given.
  • #1
bmb2009
90
0

Homework Statement



Using the normalization condition, find the constants λ and a of:

f(t)=ae^(-λt)



Homework Equations


integrate from t=-∞ to t=∞
of the function and set it equal to one

The Attempt at a Solution



I used to be good at these but something is slipping my memory...

I used u substitution to integrate by hand and I've gotten to the step...

a/-λ[(e-λt evaluated at ∞) - e-λt evaluated at -∞] =1


now, I'd say the left term in the bracket is 0 because as t goes to infinity that term drops to zero, assuming a positive value of λ. so I'm left with

a/-λ [- e-λt = 1... I'm stuck at this point because to me that term would blow up to infinity so what am I missing? thanks
 
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  • #2
The problem as you wrote it doesn't have a solution because, as you found out, the integral won't converge. Are you sure that's the problem as it was given to you? Are you sure about the integration limits?
 

Related to Finding Constants for Normalization Condition in Exponential Function

1. What is normalization calculation?

Normalization calculation is a method used to adjust data values to a common scale, typically between 0 and 1, in order to make comparisons across different data sets easier. It allows for fairer comparisons and helps to eliminate bias caused by differences in the original data values.

2. Why is normalization calculation important?

Normalization calculation is important because it allows for fair comparisons between data sets. It also helps to eliminate the effects of outliers and standardize data for use in certain statistical analyses.

3. How is normalization calculation performed?

Normalization calculation is typically performed by using a mathematical formula to scale the data values to a common range. The most commonly used method is the min-max normalization, which takes the minimum and maximum values of the data set and maps them to 0 and 1, respectively.

4. What are the benefits of normalization calculation?

The benefits of normalization calculation include fairer comparisons between data sets, elimination of bias caused by differences in data values, and better data standardization for use in statistical analyses. It also helps to improve data accuracy and reliability.

5. Are there any limitations to normalization calculation?

Yes, there are some limitations to normalization calculation. It may not be suitable for all data sets, as it assumes that the data is normally distributed. It can also be affected by outliers, and the choice of normalization method can impact the results. It is important to carefully consider the data and the purpose of the normalization before applying it.

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