Partial Differentiation of Summations for Finding Derivatives

In summary, differentiating a summation allows us to find the rate of change of the entire summation, rather than just the rate of change of each individual term. To differentiate a summation, we use the derivative rules for sums and apply them to each term in the summation. It is possible to differentiate a summation with respect to a variable other than the index variable, as long as the variable appears in each term of the summation. However, the resulting derivative may not converge for convergent summations. Special cases include a finite number of terms resulting in a derivative of 0, and an infinite number of terms requiring consideration of the convergence before differentiation.
  • #1
kerry michael
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Homework Statement



By differentiating the summation, show that ∂/∂b₀ ƒ(b₀ , b₁) = -2 ∑_(i=1)^n (y₁ - b₀ - b₁x₁)

Homework Equations



the ‘derivative of the sums’ equals ‘the sum of the derivatives’:



The Attempt at a Solution



How would we partially differentiate a summation in order to add up the derivatives which would find the derivative of the summation.??
 
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  • #2
Way back in Calculus 1 you learned that (f+ g)'= f'+ g' didn't you?
 

1. What is the purpose of differentiating a summation?

Differentiating a summation allows us to find the rate of change of the entire summation, rather than just the rate of change of each individual term. This can be useful in many applications, such as calculating the average rate of change over time.

2. How do you differentiate a summation?

To differentiate a summation, we use the derivative rules for sums and apply them to each term in the summation. Then, we can simplify and combine like terms to get the final derivative of the entire summation.

3. Can you differentiate a summation with respect to a variable other than the index variable?

Yes, as long as the variable appears in each term of the summation, we can differentiate with respect to that variable. This is known as partial differentiation and is commonly used in multivariable calculus.

4. Is it possible to differentiate a convergent summation?

Yes, we can differentiate a convergent summation just like any other function. However, the resulting derivative may not converge, as the rate of change of the summation may not approach a specific value.

5. Are there any special cases when differentiating a summation?

Yes, if the summation has a finite number of terms, the derivative will be 0. This is because there is no rate of change when the number of terms does not change. Additionally, if the summation has an infinite number of terms, we must consider the convergence of the summation before differentiating.

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