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implicit differentiation (Definition)

Implicit differentiation is a tool used to analyze functions that cannot be conveniently put into a form $ y=f(\mathbf{x})$ where $ \mathbf{x} = (x_1, x_2, ..., x_n)$. To use implicit differentiation meaningfully, you must be certain that your function is of the form $ f(\mathbf{x})=0$ (it can be written as a level set) and that it satisfies the implicit function theorem ($ f$ must be continuous, its first partial derivatives must be continuous, and the derivative with respect to the implicit function must be non-zero). To actually differentiate implicitly, we use the chain rule to differentiate the entire equation.

Example: The first step is to identify the implicit function. For simplicity in the example, we will assume $ f(x,y)=0$ and $ y$ is an implicit function of $ x$. Let $ f(x,y)=x^2 + y^2 + xy =0$ (Since this is a two dimensional equation, all one has to check is that the graph of $ y$ may be an implicit function of $ x$ in local neighborhoods.) Then, to differentiate implicitly, we differentiate both sides of the equation with respect to $ x$. We will get

$\displaystyle 2x + 2y\cdot \frac{dy}{dx} + x\cdot 1\cdot\frac{dy}{dx} + y = 0$
Do you see how we used the chain rule in the above equation ? Next, we simply solve for our implicit derivative $ \frac{dy}{dx}=-\frac{2x+y}{2y+x}$. Note that the derivative depends on both the variable and the implicit function $ y$. Most of your derivatives will be functions of one or all the variables, including the implicit function itself.

[better example and ?multidimensional? coming]



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Cross-references: variable, sides, neighborhoods, graph, equation, entire, chain rule, differentiate, derivative, partial derivatives, continuous, implicit function theorem, level set, functions
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This is version 2 of implicit differentiation, born on 2002-02-25, modified 2003-10-30.
Object id is 2660, canonical name is ImplicitDifferentiation.
Accessed 14403 times total.

Classification:
AMS MSC26B10 (Real functions :: Functions of several variables :: Implicit function theorems, Jacobians, transformations with several variables)

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