Math Problem Statement
Consider the following function. f(x, y) = 8y sin(xy) Find the partial derivatives. fx(x, y)
fy(x, y)
Find the gradient vector field ∇f of f. ∇f(x, y) =
Solution
To find the partial derivatives of the function with respect to and , we proceed as follows:
Partial Derivative with respect to ,
Using the product rule and chain rule: Since is a constant with respect to , we only differentiate with respect to , treating as a constant: So,
Partial Derivative with respect to ,
Now, differentiating with respect to : Using the product rule: Simplifying,
Gradient Vector Field
The gradient vector field of is given by: Substituting the partial derivatives we found:
Summary
Would you like further details or have any questions?
Here are 5 related questions:
- How would we find higher-order partial derivatives of ?
- What is the interpretation of the gradient vector field in a physical context?
- How would we find the directional derivative of at a point?
- What does setting and imply about the function ?
- How can we visualize the gradient vector field of for specific values of and ?
Tip: Remember, the gradient vector points in the direction of the steepest increase of a function.
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Math Problem Analysis
Mathematical Concepts
Calculus
Partial Derivatives
Gradient Vector Field
Formulas
Partial derivative with respect to x: f_x(x, y) = 8y^2 cos(xy)
Partial derivative with respect to y: f_y(x, y) = 8 sin(xy) + 8xy cos(xy)
Gradient vector field: ∇f(x, y) = (f_x(x, y), f_y(x, y))
Theorems
Product Rule
Chain Rule
Suitable Grade Level
Undergraduate Calculus (College Level)