simplifies to

Similarly, the total derivative with respect to is

The total derivative with respect to both and of the volume intended as scalar function of these two variables is given by the gradient vector

Optimization

Partial derivatives appear in any calculus-based optimization problem with more than one choice variable. For example, in economics a firm may wish to maximize profit

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