Math Problem Statement

Graph the level curves for the function below for π‘˜ = βˆ’2, βˆ’1, 0, 1, 2. Draw the level curves on the same graph. 𝑓(π‘₯, 𝑦, 𝑧) = π‘₯ βˆ’ 𝑦

Solution

To graph the level curves for the function f(x,y)=xβˆ’yf(x, y) = x - y at k=βˆ’2,βˆ’1,0,1,2k = -2, -1, 0, 1, 2, we need to set f(x,y)=kf(x, y) = k and solve for yy in terms of xx for each value of kk. The equation becomes:

f(x,y)=xβˆ’y=kβ‡’y=xβˆ’kf(x, y) = x - y = k \quad \Rightarrow \quad y = x - k

Now, let's calculate the level curves for each given kk:

  1. For k=βˆ’2k = -2, the equation becomes: y=x+2y = x + 2

  2. For k=βˆ’1k = -1, the equation becomes: y=x+1y = x + 1

  3. For k=0k = 0, the equation becomes: y=xy = x

  4. For k=1k = 1, the equation becomes: y=xβˆ’1y = x - 1

  5. For k=2k = 2, the equation becomes: y=xβˆ’2y = x - 2

Each of these equations represents a straight line, with a slope of 1 and different y-intercepts. The level curves are just straight lines, each shifted up or down depending on the value of kk.

Now, I'll plot these level curves on the same graph.

Let me generate that plot for you. numpy as np import matplotlib.pyplot as plt

Define the x range for the graph

x = np.linspace(-10, 10, 400)

Define the level curves for k = -2, -1, 0, 1, 2

k_values = [-2, -1, 0, 1, 2] y_values = [x + k for k in k_values]

Create the plot

plt.figure(figsize=(8, 8))

Plot each level curve

for k, y in zip(k_values, y_values): plt.plot(x, y, label=f'k = {k}')

Set labels and title

plt.xlabel('x') plt.ylabel('y') plt.title('Level Curves for the Function f(x, y) = x - y')

Add a legend

plt.legend()

Display the grid

plt.grid(True)

Show the plot

plt.show()Here is the graph of the level curves for the function f(x,y)=xβˆ’yf(x, y) = x - y with k=βˆ’2,βˆ’1,0,1,2k = -2, -1, 0, 1, 2. Each line corresponds to one of the values of kk, and you can see that they are all straight lines with a slope of 1, but they shift up or down depending on the value of kk.

Would you like more details on the graph or any other concepts explained?

Here are some related questions for further exploration:

  1. How would the graph change if the function was f(x,y)=x+yf(x, y) = x + y?
  2. How do we interpret the level curves geometrically?
  3. What is the relationship between the slope of a level curve and the gradient of the function?
  4. How can we use level curves to estimate the behavior of a function at specific points?
  5. How would you graph the level curves for a more complex function, like f(x,y)=x2+y2f(x, y) = x^2 + y^2?

Tip: Level curves represent constant values of a function, and each curve represents a set of points where the function has the same value. For functions in two variables, level curves are particularly useful for visualizing how the function behaves spatially.

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Math Problem Analysis

Mathematical Concepts

Level Curves
Linear Functions
Graphing in 2D

Formulas

f(x, y) = x - y
y = x - k

Theorems

Level Curve Theorem

Suitable Grade Level

Grades 11-12