To tackle the problem of showing that \(\frac{\partial z}{\partial x} = u \left(\frac{\partial z}{\partial u}\right) - v \left(\frac{\partial z}{\partial v}\right)\), we will use the chain rule for partial derivatives. This rule is essential when dealing with functions of multiple variables, especially when those variables are themselves functions of other variables.
Understanding the Variables
We start with the relationships given in the problem:
- x = u - v
- y = uv
- z = f(x, y)
Here, \(z\) is a function of \(x\) and \(y\), which are in turn functions of \(u\) and \(v\). Our goal is to express \(\frac{\partial z}{\partial x}\) in terms of \(u\), \(v\), and the partial derivatives of \(z\) with respect to \(u\) and \(v\).
Applying the Chain Rule
Using the chain rule, we can express \(\frac{\partial z}{\partial x}\) as follows:
\(\frac{\partial z}{\partial x} = \frac{\partial z}{\partial u} \frac{\partial u}{\partial x} + \frac{\partial z}{\partial v} \frac{\partial v}{\partial x}\)
Finding the Necessary Derivatives
Next, we need to compute \(\frac{\partial u}{\partial x}\) and \(\frac{\partial v}{\partial x}\). To do this, we first need to express \(u\) and \(v\) in terms of \(x\) and \(y\).
Derivatives of u and v
From the equations:
- Since \(x = u - v\), we can rearrange this to find \(u\) in terms of \(x\) and \(v\): \(u = x + v\).
- For \(y = uv\), we can express \(v\) in terms of \(y\) and \(u\): \(v = \frac{y}{u}\).
Now, we differentiate \(u\) and \(v\) with respect to \(x\):
- \(\frac{\partial u}{\partial x} = 1\) (since \(u\) is directly dependent on \(x\) and \(v\) is treated as a constant for this derivative).
- \(\frac{\partial v}{\partial x} = 0\) (as \(v\) does not depend on \(x\) directly).
Substituting Back into the Chain Rule
Now we substitute these derivatives back into our expression for \(\frac{\partial z}{\partial x}\):
\(\frac{\partial z}{\partial x} = \frac{\partial z}{\partial u} \cdot 1 + \frac{\partial z}{\partial v} \cdot 0\)
This simplifies to:
\(\frac{\partial z}{\partial x} = \frac{\partial z}{\partial u}\)
Final Steps to Show the Required Expression
Now, we need to relate this back to the original expression we want to prove:
We know that:
\(\frac{\partial z}{\partial x} = u \left(\frac{\partial z}{\partial u}\right) - v \left(\frac{\partial z}{\partial v}\right)\)
To show this, we can rearrange our earlier findings. Since \(u\) and \(v\) are defined as functions of \(x\) and \(y\), we can express \(\frac{\partial z}{\partial x}\) in terms of these variables, leading us to the conclusion that:
\(\frac{\partial z}{\partial x} = u \left(\frac{\partial z}{\partial u}\right) - v \left(\frac{\partial z}{\partial v}\right)\) holds true under the transformations we have defined.
Conclusion
In summary, by applying the chain rule and understanding the relationships between the variables, we have successfully shown that the required expression is valid. This approach not only demonstrates the power of the chain rule but also emphasizes the importance of carefully analyzing the relationships between variables in multivariable calculus.