Math Problem Statement
plot c(t) = te^(-2t) to show there is a maximum concentration point at t=0.5
Solution
import numpy as np import matplotlib.pyplot as plt
Define the function c(t) = t * e^(-2t)
def c(t): return t * np.exp(-2 * t)
Generate t values
t_values = np.linspace(0, 2, 500) # Chose a range around t=0.5 to capture the peak
Compute c(t) values
c_values = c(t_values)
Plot the function
plt.figure(figsize=(8, 5)) plt.plot(t_values, c_values, label='c(t) = t * e^(-2t)') plt.axvline(x=0.5, color='r', linestyle='--', label='t=0.5') plt.title('Plot of c(t) = t * e^(-2t)') plt.xlabel('t') plt.ylabel('c(t)') plt.legend() plt.grid() plt.show() <<ImageDisplayed>>successThe graph clearly illustrates that the function reaches its maximum value at , as indicated by the peak in the curve. Let me know if you have questions about the calculation or would like further exploration.
Related Questions
- How do you find the exact maximum value of using calculus?
- What is the significance of the parameter in the function ?
- How does the value of the maximum concentration change if the coefficient of or the exponent changes?
- Could this type of function model real-world processes, like concentration in a chemical reaction? How?
- What happens to the function as ?
Tip
When analyzing maxima or minima, always check the derivative and use the second derivative test for confirmation.
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Math Problem Analysis
Mathematical Concepts
Calculus
Exponential Functions
Maxima and Minima
Formulas
c(t) = t * e^(-2t)
First derivative test
Second derivative test
Theorems
First Derivative Test
Second Derivative Test
Suitable Grade Level
Grades 11-12
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