Math Problem Statement

The following contour plots illustrate a function f(x, y) and its partial derivatives f_x(x, y) and f_y(x, y). Match each contour plot to the correct option.

Solution

In this problem, you are asked to match the contour plots to a function f(x,y)f(x, y) and its partial derivatives fx(x,y)f_x(x, y) and fy(x,y)f_y(x, y).

Let's break down the three plots labeled A, B, and C:

1. Plot A:

  • This plot shows symmetrical contours about the origin, and it appears to describe the original function f(x,y)f(x, y).
  • The contours are shaped in a way that suggests the function has a central peak or valley (a minimum or maximum at the origin), with a circular or elliptical symmetry.
  • Therefore, Plot A most likely corresponds to the function f(x,y)f(x, y).

2. Plot B:

  • Plot B shows contours that have a vertical gradient, meaning the lines are more spread horizontally and tighter vertically.
  • This indicates changes in the vertical direction (with respect to yy) are more pronounced. This is typical for a partial derivative with respect to yy, fy(x,y)f_y(x, y).
  • Hence, Plot B likely represents fy(x,y)f_y(x, y).

3. Plot C:

  • Plot C shows contours that are more tightly spaced in the horizontal direction (with respect to xx) and more spread out vertically.
  • This indicates that the changes are more pronounced in the horizontal direction, which matches the behavior of the partial derivative with respect to xx, fx(x,y)f_x(x, y).
  • Thus, Plot C corresponds to fx(x,y)f_x(x, y).

Conclusion:

  • fx(x,y)f_x(x, y) corresponds to Plot C.
  • fy(x,y)f_y(x, y) corresponds to Plot B.
  • f(x,y)f(x, y) corresponds to Plot A.

These match the options you have chosen.


Would you like any further details or clarifications? Here are 5 questions to expand on this:

  1. How do contour lines reflect partial derivatives in general?
  2. What does the steepness of contour lines indicate about the gradient?
  3. How can symmetry in contour plots help identify functions and their derivatives?
  4. What happens to the contour plot of a function near a saddle point?
  5. Why is it important to understand the relationship between function behavior and its partial derivatives?

Tip: Contour plots provide a visual insight into how a function behaves, with tighter contours indicating steeper changes, which can help you quickly estimate gradients.

Ask a new question for Free

By Image

Drop file here or Click Here to upload

Math Problem Analysis

Mathematical Concepts

Multivariable Calculus
Partial Derivatives
Contour Plots

Formulas

f_x(x, y) = ∂f/∂x
f_y(x, y) = ∂f/∂y

Theorems

Properties of Partial Derivatives
Gradient in Two Dimensions

Suitable Grade Level

Undergraduate Calculus