Math Problem Statement
A bacterial population grows over time according to the function
f(x) = ln(-x^2 + 10) + 2(x - 1) Find the intervals where the bacteria are growing.
Solution
To determine the intervals where the bacteria are growing, we need to find where the derivative of the population growth function is positive. A positive derivative indicates that the population is increasing, which corresponds to the bacteria growing.
Step 1: Find the derivative of
We’ll differentiate each part of the function .
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The derivative of using the chain rule is:
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The derivative of is simply:
Thus, the derivative of is:
Step 2: Determine where
We need to find where is positive. Start by solving the inequality:
Simplify this inequality:
To eliminate the fraction, multiply both sides by , keeping in mind that it changes the direction of the inequality when is negative:
Simplifying further:
Divide the inequality by 2 to simplify:
Solve the quadratic inequality by finding the roots of the corresponding quadratic equation: The solutions to this equation are: Thus, the roots are approximately:
Step 3: Analyze the intervals
We now have the quadratic inequality: This inequality is satisfied between the roots and . Therefore, the population is growing in the interval: which approximates to:
Conclusion:
The bacterial population is growing on the interval , assuming that the values of represent time or some variable where the function is valid.
Would you like a more detailed explanation or have any further questions about this process?
Related Questions:
- How would the bacterial growth change if the function was ?
- What does the behavior of the derivative indicate about the rate of bacterial growth at the boundaries of the interval?
- How does the presence of the logarithmic function affect the growth compared to a simple linear model?
- Can we interpret the population's growth as exponential in any way from this function?
- What would happen if we expanded this model to include a carrying capacity for the bacterial population?
Tip:
When analyzing a function’s growth, always pay attention to its derivative. Positive values indicate growth, while negative values indicate decay or decline!
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Math Problem Analysis
Mathematical Concepts
Calculus
Derivatives
Logarithmic Functions
Inequalities
Formulas
Derivative of ln(u)
Derivative of a linear function
Quadratic inequality solution
Theorems
Chain Rule
Quadratic Formula
Suitable Grade Level
Grades 11-12
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