Chapter 15: Problem 20
Find a potential \(f\) if it exists. $$\mathbf{F}=2 x y z \mathbf{i}+x^{2} z \mathbf{j}+x^{2} y \mathbf{k}$$
Short Answer
Expert verified
The potential function is \( f(x, y, z) = x^2 y z + C \).
Step by step solution
01
Check for Conservative Vector Field
To find a potential function \( f \), we must first verify that the vector field \( \mathbf{F} = 2xy z \mathbf{i} + x^2 z \mathbf{j} + x^2 y \mathbf{k} \) is conservative. A vector field is conservative if \( abla \times \mathbf{F} = \mathbf{0} \). Calculate curl of \( \mathbf{F} \): \[ abla \times \mathbf{F} = \left| \begin{array}{ccc} \mathbf{i} & \mathbf{j} & \mathbf{k} \ \frac{\partial}{\partial x} & \frac{\partial}{\partial y} & \frac{\partial}{\partial z} \ 2xyz & x^2z & x^2y \end{array} \right| \] Calculating the determinant: - The \( i \)-component: \( \frac{\partial}{\partial y}(x^2y) - \frac{\partial}{\partial z}(x^2z) = x^2 - x^2 = 0 \)- The \( j \)-component: \( \frac{\partial}{\partial z}(2xyz) - \frac{\partial}{\partial x}(x^2y) = 2xy - 2xy = 0 \)- The \( k \)-component: \( \frac{\partial}{\partial x}(x^2z) - \frac{\partial}{\partial y}(2xyz) = 2xz - 2xz = 0 \)Thus, \( abla \times \mathbf{F} = \mathbf{0} \), so \( \mathbf{F} \) is conservative.
02
Obtain Potential Function
Since \( \mathbf{F} \) is conservative, it has a potential function \( f \) such that \( abla f = \mathbf{F} \). Let's find \( f \) by integrating each component with respect to its respective variable.1. Integrate the \( x \)-component with respect to \( x \): \[ \frac{\partial f}{\partial x} = 2xy z \Rightarrow f = \int 2xy z \, dx = x^2 y z + g(y,z) \] where \( g(y,z) \) is an arbitrary function of \( y \) and \( z \).2. Integrate the \( y \)-component with respect to \( y \): \[ \frac{\partial f}{\partial y} = x^2 z \Rightarrow f = \int x^2 z \, dy = x^2 y z + h(x,z) \] Comparing with step 1, \( h(x,z) = c(z) \) is an arbitrary function of \( z \).3. Integrate the \( z \)-component with respect to \( z \): \[ \frac{\partial f}{\partial z} = x^2 y \Rightarrow f = \int x^2 y \, dz = x^2 y z + k(x,y) \] Again, comparing, \( k(x,y) = 0 \).Thus, the potential function is \( f(x,y,z) = x^2 y z + C \), where \( C \) is a constant.
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Key Concepts
These are the key concepts you need to understand to accurately answer the question.
Vector Fields
Vector fields are mathematical constructions that assign a vector to every point in space. Imagine a weather map displaying the direction and strength of the wind at different locations. Here, each arrow represents the wind's velocity at that point, which is very much like a vector field. For a three-dimensional space, a vector field is typically expressed as \( \mathbf{F}(x, y, z) = P(x, y, z) \mathbf{i} + Q(x, y, z) \mathbf{j} + R(x, y, z) \mathbf{k} \), where \( \mathbf{i}, \mathbf{j}, \) and \( \mathbf{k} \) are the unit vectors in the x, y, and z directions, respectively.
- Each component function (\(P\), \(Q\), \(R\)) can depend on all three variables.
- Vector fields can describe anything from fluid flow to electromagnetic fields.
Conservative Vector Field
A vector field is termed as conservative if it is the gradient of some scalar potential function. In simpler terms, a conservative vector field has no 'circulation' and the path taken between two points does not matter for the work done; only the end points matter.
To determine if a vector field \( \mathbf{F} \) is conservative, you can check if its curl is zero:
To determine if a vector field \( \mathbf{F} \) is conservative, you can check if its curl is zero:
- If \( abla \times \mathbf{F} = \mathbf{0} \), then the vector field is conservative.
- If not, it is not conservative.
Potential Function
When a vector field is conservative, it possesses a potential function \( f \). The potential function is a scalar field such that the gradient of \( f \) equals the vector field \( \mathbf{F} \). This means that you can reconstruct \( \mathbf{F} \) by deriving \( f \) with respect to \( x, y, \) and \( z \).
For instance, the problem's vector field is \( \mathbf{F} = 2xyz \mathbf{i} + x^2z \mathbf{j} + x^2y \mathbf{k} \), and its potential function is found by integrating these partial derivatives:
For instance, the problem's vector field is \( \mathbf{F} = 2xyz \mathbf{i} + x^2z \mathbf{j} + x^2y \mathbf{k} \), and its potential function is found by integrating these partial derivatives:
- Integrate \( \frac{\partial f}{\partial x} = 2xyz \) with respect to \( x \).
- Integrate \( \frac{\partial f}{\partial y} = x^2z \) with respect to \( y \).
- Integrate \( \frac{\partial f}{\partial z} = x^2y \) with respect to \( z \).
Curl
The curl of a vector field measures the rotational force at any point in the field. It helps in determining whether a vector field is conservative or not. For our vector field \( \mathbf{F} = 2xyz \mathbf{i} + x^2z \mathbf{j} + x^2y \mathbf{k} \), the curl is calculated as \( abla \times \mathbf{F} \). To compute the curl:
- Set up the determinant using components \( \mathbf{i}, \mathbf{j}, \) and \( \mathbf{k} \).
- Subtract and add derivatives according to their order in x, y, and z.
- In this case, it resulted in \( \mathbf{0} \), indicating no swirling and confirming the field is conservative.
Integration
Integration is the process to calculate the areas, volumes, and other domain-enclosing properties of a function. In vector calculus, integration helps to derive a potential function from a conservative vector field. Given the vector field \( \mathbf{F} \), integration allows us to step back toward a scalar potential function \( f \).
Here's how we used integration to find the potential function for the vector field in the exercise:
Here's how we used integration to find the potential function for the vector field in the exercise:
- The x-component can be integrated with respect to x.
- The y-component can be integrated with respect to y.
- The z-component can be integrated with respect to z.