Differentiating Complex Functions: The Chain and Product Rules
Understanding the Fundamentals
Differentiating complex functions involves applying the chain rule and the product rule, which are essential techniques for finding the derivatives of intricate functions.Chain Rule
The chain rule is used when you have a function within a function. To find the derivative, you differentiate the outer function with respect to the intermediate variable and multiply it by the derivative of the intermediate variable with respect to the input variable.Product Rule
The product rule is applied when you have two functions multiplied together. The derivative is found by multiplying the derivative of the first function by the second function and adding it to the product of the first function by the derivative of the second function.Examples
Chain Rule: f(x) = sin(x^2) Solution: Let u = x^2. Then f(x) = sin(u).df/dx = cos(u) du/dx
= cos(x^2) * 2x
Product Rule: f(x) = x * sin(x) Solution:df/dx = (d/dx)(x) * sin(x) + x * (d/dx)(sin(x))
= 1 * sin(x) + x * cos(x)
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