Math Problem Statement

Model the data using an exponential function f(x) = Abx.

x

0

1

2

f(x)

50

30

18

f(x) = 

Solution

To model the data using an exponential function f(x)=Abxf(x) = Ab^x, we need to determine the constants AA and bb based on the values provided:

Given dataTo model the data using an exponential function f(x)=Abxf(x) = Ab^x, we need to determine the constants AA and bb based on the values provided:

Given

  • When x=0x = 0, f(x)=50f(x) = 50.
  • When x=1x = 1, f(x)=30f(x) = 30.
  • When x=2x = 2, f(x)=18f(x) = 18.

Step 1: Determine AA

Since f(0)=50f(0) = 50, and substituting x=0x = 0 in f(x)=Abxf(x) = Ab^x, we get: f(0)=Ab0=A=50f(0) = A \cdot b^0 = A = 50 So, A=50A = 50.

Step 2: Solve for bb

Now that A=50A = 50, we substitute this into the equations for f(1)f(1) and f(2)f(2) to find bb.

  1. For f(1)=30f(1) = 30: 50b1=3050 \cdot b^1 = 30 b=3050=0.6b = \frac{30}{50} = 0.6

  2. Verifying with f(2)=18f(2) = 18: 50(0.6)2=500.36=1850 \cdot (0.6)^2 = 50 \cdot 0.36 = 18 This matches the given value, confirming that b=0.6b = 0.6 is correct.

Final Model

The exponential function that models the data is: f(x)=50(0.6)xf(x) = 50 \cdot (0.6)^x

Would you like further details on the steps, or have any other questions?


Here are five related questions for further exploration:

  1. How would the model change if the values of f(x)f(x) were different?
  2. What does the constant AA represent in an exponential model?
  3. How can we interpret the decay factor bb in the context of this function?
  4. How would we use this function to predict f(x)f(x) for values of xx not in the table?
  5. How would the model differ if we had an exponential growth rather than decay?

Tip: Exponential models are useful for data showing rapid growth or decay and can be transformed to linear models by taking logarithms, simplifying calculations in some cases.

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Math Problem Analysis

Mathematical Concepts

Algebra
Exponential Functions

Formulas

f(x) = Ab^x

Theorems

Properties of exponential functions

Suitable Grade Level

Grades 10-12