The chain rule is an essential concept in calculus, especially when dealing with functions nested inside other functions. It allows us to find derivatives of composite functions.
For example, consider the function \(f(x, y) = y \cos(x^2 + y^2)\). To find the partial derivative with respect to \(x\), we treat \(y\) as a constant. The expression inside the cosine, \(x^2 + y^2\), requires us to use the chain rule.
This is done by first taking the derivative of the outer function, \(\cos(u)\), with respect to \(u\), yielding \(-\sin(u)\). Then, multiply by the derivative of the inner function (\(u = x^2 + y^2\)) with respect to \(x\), which is \(2x\). This combination gives:
- \(-\sin(x^2 + y^2)\)
- \(2x\)
Multiplying these, and including the constant \(y\), the result is \(-2xy \sin(x^2 + y^2)\). The chain rule efficiently handles the derivative of such composite functions.