Math Problem Statement

I have 4 point and I need a quadratic function that best describes them. (7, .95) (11.4, .57) (15.1, .42) (22.8, .24)

Solution

To find the quadratic function that best fits the four points (7,0.95)(7, 0.95), (11.4,0.57)(11.4, 0.57), (15.1,0.42)(15.1, 0.42), and (22.8,0.24)(22.8, 0.24), we will determine a quadratic equation of the form:

f(x)=ax2+bx+cf(x) = ax^2 + bx + c

We need to solve for aa, bb, and cc by setting up a system of equations using the given points.

Let me calculate the values of aa, bb, and cc using these points.The quadratic function that best fits the points (7,0.95)(7, 0.95), (11.4,0.57)(11.4, 0.57), (15.1,0.42)(15.1, 0.42), and (22.8,0.24)(22.8, 0.24) is:

f(x)=0.00298x20.13281x+1.72478f(x) = 0.00298x^2 - 0.13281x + 1.72478

This is the quadratic model that describes the relationship between the given points.

Would you like further details on the process, or have any questions? Here are some related questions to explore:

  1. How is least squares fitting used to find the best curve?
  2. What are the applications of quadratic models in real-world data?
  3. Can a quadratic model always be used for any set of four points?
  4. What other types of functions (e.g., cubic, exponential) could fit these points?
  5. How can we check the accuracy of this fit?

Tip: Quadratic functions can model data with one peak (maximum or minimum), making them useful in applications like projectile motion and optimization problems.

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Math Problem Analysis

Mathematical Concepts

Algebra
Quadratic Functions
Curve Fitting
Least Squares Method

Formulas

Quadratic function: f(x) = ax^2 + bx + c
System of equations derived from given points
Least squares fitting for curve fitting

Theorems

Fundamental Theorem of Algebra
Least Squares Approximation

Suitable Grade Level

Grades 10-12