Math Problem Statement
Graph the level curves for the function below for π = β2, β1, 0, 1, 2. Draw the level curves on the same graph. π(π₯, π¦, π§) = π₯ β π¦
Solution
To graph the level curves for the function at , we need to set and solve for in terms of for each value of . The equation becomes:
Now, let's calculate the level curves for each given :
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For , the equation becomes:
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For , the equation becomes:
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For , the equation becomes:
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For , the equation becomes:
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For , the equation becomes:
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 .
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 with . Each line corresponds to one of the values of , 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 .
Would you like more details on the graph or any other concepts explained?
Here are some related questions for further exploration:
- How would the graph change if the function was ?
- How do we interpret the level curves geometrically?
- What is the relationship between the slope of a level curve and the gradient of the function?
- How can we use level curves to estimate the behavior of a function at specific points?
- How would you graph the level curves for a more complex function, like ?
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
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