Math Problem Statement
An Exponential Model with Unit Adjustment Show that the following data are exponential and find a formula for an exponential model. (Note: It will be necessary to make a unit adjustment. For this exercise, round your answers to three decimal places.) t 0 4 8 g(t) 38.30 28.65 21.43 t 12 16 20 g(t) 16.04 11.99 8.97
Solution
To determine if the given data can be modeled by an exponential function, we will first attempt to find a formula for the exponential model , where is the initial value (the value of when ), and is the growth/decay rate.
Step 1: Checking for exponential decay
Given the data points:
0 | 38.30 |
4 | 28.65 |
8 | 21.43 |
12 | 16.04 |
16 | 11.99 |
20 | 8.97 |
We expect the data to follow the model , where .
Step 2: Calculating the decay rate
We will use two points to solve for . Let's choose the points and to set up the equation:
Substitute the known values and :
Solve for :
Step 3: Writing the exponential model
Now that we have and , we can write the exponential model as:
Step 4: Unit adjustment and model verification
To verify if this model is appropriate, we will check it against other points in the data. For example, when , using our model:
This is very close to the actual value of , confirming that the model is accurate.
Final Exponential Model:
This formula represents the exponential decay for the given data.
Would you like more details on the steps or explanations on the unit adjustment? Here are some related questions:
- How can we calculate the decay constant using different points from the data set?
- What role does the natural logarithm play in solving exponential equations?
- How can we use this model to predict values for at times not included in the data set?
- What happens to the function as in this exponential decay model?
- How would we adjust the model if the data represented exponential growth instead of decay?
Tip: Always verify the accuracy of an exponential model by testing it with multiple points from your data set.
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Math Problem Analysis
Mathematical Concepts
Exponential Decay
Algebra
Logarithms
Formulas
Exponential model: g(t) = g_0 e^{kt}
Natural logarithm for solving k: ln(y) = x
Decay rate: k = ln(y1/y2)/t
Theorems
Properties of Exponential Functions
Laws of Logarithms
Suitable Grade Level
Grades 10-12
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