Chapter 6: Problem 223
For the following exercises, find the divergence of \(\mathbf{F}\) $$\mathbf{F}(x, y, z)=3 x y z^{2} \mathbf{i}+y^{2} \sin z \mathbf{j}+x e^{2 z} \mathbf{k}$$
Short Answer
Expert verified
The divergence is \( \nabla \cdot \mathbf{F} = 3yz^2 + 2y \sin z + 2xe^{2z} \).
Step by step solution
01
Identify the Components of the Vector Field
The vector field given is \( \mathbf{F}(x, y, z) = 3xy z^2 \mathbf{i} + y^2 \sin z \mathbf{j} + xe^{2z} \mathbf{k} \). Identify the components of the vector field as:- \( F_1 = 3xy z^2 \) for the \( \mathbf{i} \) component,- \( F_2 = y^2 \sin z \) for the \( \mathbf{j} \) component,- \( F_3 = xe^{2z} \) for the \( \mathbf{k} \) component.
02
Formula for Divergence
The formula for the divergence of a vector field \( \mathbf{F} = F_1 \mathbf{i} + F_2 \mathbf{j} + F_3 \mathbf{k} \) is given by:\[ abla \cdot \mathbf{F} = \frac{\partial F_1}{\partial x} + \frac{\partial F_2}{\partial y} + \frac{\partial F_3}{\partial z}. \]
03
Calculate Partial Derivative of \( F_1 \) with respect to \( x \)
Compute the partial derivative:\[ \frac{\partial}{\partial x}(3xy z^2) = 3yz^2. \]
04
Calculate Partial Derivative of \( F_2 \) with respect to \( y \)
Compute the partial derivative:\[ \frac{\partial}{\partial y}(y^2 \sin z) = 2y \sin z. \]
05
Calculate Partial Derivative of \( F_3 \) with respect to \( z \)
Compute the partial derivative:\[ \frac{\partial}{\partial z}(xe^{2z}) = 2xe^{2z}. \]
06
Sum the Partial Derivatives
Add the results from Steps 3, 4, and 5 to find the divergence:\[ abla \cdot \mathbf{F} = 3yz^2 + 2y \sin z + 2xe^{2z}. \]
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Key Concepts
These are the key concepts you need to understand to accurately answer the question.
Vector Field
A vector field is a fascinating concept where each point in a space is assigned a vector. Think of it as a way to map values that have both magnitude and direction within a certain domain. In the given exercise, the vector field \( \mathbf{F} \) is expressed as a combination of functions that depend on the coordinates \( x, y, \) and \( z \).
The field represents:
The field represents:
- A component along the direction \( \mathbf{i} \) given by \( 3xyz^2 \).
- A component along the direction \( \mathbf{j} \) given by \( y^2 \sin z \).
- A component along the direction \( \mathbf{k} \) given by \( xe^{2z} \).
Partial Derivative
Partial derivatives represent a critical tool in Calculus, especially when dealing with functions of multiple variables. They measure the rate at which a function changes as one of its input variables changes, holding the others constant.
The solution exercise involves finding the partial derivatives of the components of the vector field:
The solution exercise involves finding the partial derivatives of the components of the vector field:
- For \( F_1 = 3xy z^2 \), the partial derivative with respect to \( x \) is \( 3yz^2 \). This shows how \( F_1 \) varies when you change only \( x \).
- For \( F_2 = y^2 \sin z \), the partial derivative with respect to \( y \) is \( 2y \sin z \), indicating changes in this component as \( y \) varies.
- For \( F_3 = xe^{2z} \), the partial derivative with respect to \( z \) is \( 2xe^{2z} \), showing how \( F_3 \) changes with \( z \).
Calculus 3
Calculus 3 refers to multivariable calculus, a branch that extends calculus to functions of several variables. Divergence, a concept in Calculus 3, measures a vector field's tendency to originate from or converge at a point in a region.
Using the divergence formula \(abla \cdot \mathbf{F} = \frac{\partial F_1}{\partial x} + \frac{\partial F_2}{\partial y} + \frac{\partial F_3}{\partial z}\), we find how the vector field expands or compresses volume at any point. Here's how it applies:
Using the divergence formula \(abla \cdot \mathbf{F} = \frac{\partial F_1}{\partial x} + \frac{\partial F_2}{\partial y} + \frac{\partial F_3}{\partial z}\), we find how the vector field expands or compresses volume at any point. Here's how it applies:
- The divergence \( abla \cdot \mathbf{F} = 3yz^2 + 2y \sin z + 2xe^{2z} \) quantifies the field's behavior.
- Each term corresponds to the rate of expansion or contraction in its respective direction.