How to take the Partial Derivatives of a Function that is Defined Implicitly?

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To take partial derivatives of a function defined implicitly, one must first clarify the function's definition, as an equation alone does not suffice. For instance, the equation x^2/4 + y^2 + z^2 = 3 can define z as a function of x and y. Differentiating with respect to x yields z_x = -x/4z and z_y = -y/z, indicating that y and x are independent variables. The equation can also be rearranged to define y or x in terms of the other variables, leading to different expressions for their derivatives. Understanding the implicit relationships is crucial for accurately calculating partial derivatives.
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How does one take the partial derivatives of a function that is defined implicitly? For example, the function, x^2 / 4 + y^2 + z^2 = 3.
 
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To take the partial derivatives of a function, you first have to specify the function!
\frac{x^2}{4}+ y^2+ z^2= 3
is not a function, it is an equation. If you mean that equation defines z implicitely as a function of x and y, then, differentiating with respect to x, x/2+ 2z z_x= 0 so that z_x= -x/4z and 2y+ 2z z_y= 0 so that z_y= -y/z. Notice that, in the first case, the derivative of y with respect to x is 0 and, in the second, the derivative of x with resepect to y is 0. That is because they are independent variables.

Of course, we could just as easily think of that equation as defining y in terms of the variables x and z and have x/2+ 2yy_x= 0 and 2y y_z+ 2z= 0 or we could think of it as defining x in terms of y and z so that (x/2)x_y+ 2y= 0 and (x/2)x_z+ 2z= 0.
 

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