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Determine whether or not the vector field is conserva- tive. If it is conservative, find a function \(f\) such that \(\mathbf{F}=\nabla f\) $$\mathbf{F}(x, y, z)=e^{y z} \mathbf{i}+x z e^{y z} \mathbf{j}+x y e^{y z} \mathbf{k}$$

Short Answer

Expert verified
The vector field is conservative. The potential function is \( f(x, y, z) = xe^{yz} + C \).

Step by step solution

01

Check Curl of the Vector Field

A vector field \(\mathbf{F}\) is conservative if and only if its curl is zero. Calculate the curl \(abla \times \mathbf{F}\) of the given vector field.\[abla \times \mathbf{F} = \begin{vmatrix}\mathbf{i} & \mathbf{j} & \mathbf{k} \\frac{\partial}{\partial x} & \frac{\partial}{\partial y} & \frac{\partial}{\partial z} \e^{yz} & xze^{yz} & xye^{yz}\end{vmatrix}\]This expands to:\[abla \times \mathbf{F} = \left( \frac{\partial}{\partial y}(xye^{yz}) - \frac{\partial}{\partial z}(xze^{yz}) \right)\mathbf{i} - \left( \frac{\partial}{\partial x}(xye^{yz}) - \frac{\partial}{\partial z}(e^{yz}) \right)\mathbf{j} + \left( \frac{\partial}{\partial x}(xze^{yz}) - \frac{\partial}{\partial y}(e^{yz}) \right)\mathbf{k}\]
02

Calculate Partial Derivatives

Calculate each partial derivative needed to find the curl:- \(\frac{\partial}{\partial y}(xye^{yz}) = xe^{yz} + xyz^2e^{yz}\)- \(\frac{\partial}{\partial z}(xze^{yz}) = xe^{yz} + xz^2ye^{yz}\)- \(\frac{\partial}{\partial x}(xye^{yz}) = ye^{yz}\)- \(\frac{\partial}{\partial z}(e^{yz}) = yze^{yz}\)- \(\frac{\partial}{\partial x}(xze^{yz}) = ze^{yz}\)- \(\frac{\partial}{\partial y}(e^{yz}) = ze^{yz}\)
03

Substitute and Simplify Curl

Substitute the calculated partial derivatives back into the curl expression:- For \(\mathbf{i}\) component: \(xe^{yz} + xyz^2e^{yz} - (xe^{yz} + xz^2ye^{yz}) = 0\)- For \(\mathbf{j}\) component: \(ye^{yz} - yze^{yz} = 0\)- For \(\mathbf{k}\) component: \(ze^{yz} - ze^{yz} = 0\)All components are zero, therefore \(abla \times \mathbf{F} = \mathbf{0}\). The field is conservative.
04

Find Potential Function \(f\)

Since the vector field is conservative, find a potential function \(f\) such that \(abla f = \mathbf{F}\). Start with integrating components:- Integrate \(f_x = e^{yz}\) with respect to \(x\) to get \(f = xe^{yz} + g(y, z)\).- Differentiate \(f\) with respect to \(y\) and compare to \(f_y = xze^{yz}\): \(f_y = xe^{yz}z + \frac{\partial g}{\partial y} = xze^{yz}\), implying \(\frac{\partial g}{\partial y} = 0\). - Integrate \(f_z = xye^{yz}\) with respect to \(z\) to ensure all parts match, confirming \(g\) is independent of \(z\).Combine them to form a correct \( f \):\[f(x, y, z) = xe^{yz} + C\], where \(C\) is constant.

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Key Concepts

These are the key concepts you need to understand to accurately answer the question.

Curl of a Vector Field
The curl of a vector field helps determine whether a vector field is conservative. For a vector field \(\mathbf{F}\), if the curl \(abla \times \mathbf{F}\) is equal to zero, the field is conservative. This means that there is no rotational component to the field, and it can be expressed as the gradient of a scalar function, known as a potential function.

In practical terms, calculating the curl involves taking partial derivatives and organizing them in a specific manner. For the vector field \(\mathbf{F}(x, y, z) = e^{yz} \mathbf{i} + xz e^{yz} \mathbf{j} + xy e^{yz} \mathbf{k}\), you would use the determinant method with unit vectors \(\mathbf{i}, \mathbf{j}, \mathbf{k}\) in the first row and partial derivatives with respect to \(x, y,\) and \(z\) in the second row. This forms a matrix whose determinant helps compute the curl.
  • If the result is zero, the vector field is conservative.
  • If not, further methods are needed to understand the field.
Potential Function
A potential function is vital for understanding conservative vector fields. If a vector field \(\mathbf{F}\) is conservative, it can be expressed as the gradient of a scalar function \(f\), where \( \mathbf{F} = abla f \).

Finding the potential function requires integrating the components of the vector field. For example, take the vector field component \(\mathbf{F}(x, y, z) = e^{yz} \mathbf{i}\). You integrate to obtain a function \(f\) such as \( f_x = e^{yz}\). Integrate with respect to \(x\) to find an expression for \(f\), \( f = xe^{yz} + g(y, z)\), where \(g(y, z)\) is yet another function needing determination.
  • Compare results by differentiating proposed potential function with respect to other variables.
  • Ensure consistency with original vector field components.
Comparing results against each vector component helps confirm the full potential function.
Partial Derivatives
Partial derivatives are a key component of dealing with vector fields and their curls. They measure how a function changes as its input variables change while other variables are held constant.

For the exercise at hand, consider the vector field \(\mathbf{F}(x, y, z) = e^{yz} \mathbf{i} + xz e^{yz} \mathbf{j} + xy e^{yz} \mathbf{k}\). Each component of the vector field is differentiated partially with respect to the variables \(x, y, z\). This calculation is essential for determining the curl of a vector field as represented in the curl formula components.
  • When calculating the curl, each partial derivative impacts the overall solution correctness.
  • It helps ensure the vector field's properties are accurately determined.
  • Always cross-check partial derivatives to maintain accuracy, especially when simplifying complex expressions.
Understanding and calculating partial derivatives correctly allows you to move forward with determining if a field is conservative and finding potential functions.

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