a. Find the cubic function that is the best fit for the data in the table below. b. Find the quartic function that is the best fit for the data in the table. 1 2 3 4 5 7 2 28 56 164 1475
Minimization
In mathematics, traditional optimization problems are typically expressed in terms of minimization. When we talk about minimizing or maximizing a function, we refer to the maximum and minimum possible values of that function. This can be expressed in terms of global or local range. The definition of minimization in the thesaurus is the process of reducing something to a small amount, value, or position. Minimization (noun) is an instance of belittling or disparagement.
Maxima and Minima
The extreme points of a function are the maximum and the minimum points of the function. A maximum is attained when the function takes the maximum value and a minimum is attained when the function takes the minimum value.
Derivatives
A derivative means a change. Geometrically it can be represented as a line with some steepness. Imagine climbing a mountain which is very steep and 500 meters high. Is it easier to climb? Definitely not! Suppose walking on the road for 500 meters. Which one would be easier? Walking on the road would be much easier than climbing a mountain.
Concavity
In calculus, concavity is a descriptor of mathematics that tells about the shape of the graph. It is the parameter that helps to estimate the maximum and minimum value of any of the functions and the concave nature using the graphical method. We use the first derivative test and second derivative test to understand the concave behavior of the function.
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#### Finding the Best Fit Functions
**Objective:**
- Determine the best fit cubic and quartic functions for a given set of data.
**Instructions:**
1. **Cubic Function:**
- We are tasked with finding the cubic function that best fits the provided data set.
2. **Quartic Function:**
- Similarly, identify the quartic function that provides the best fit for the data.
**Data Table:**
| x | 1 | 2 | 3 | 4 | 5 | 6 | 7 |
|---|---|---|---|----|----|----|------|
| y | 6 | 2 | 0 | 28 | 56 | 164| 1475 |
**Task:**
- For the cubic function:
- The expression to determine is: \( y = \) [Expression Box]
- Simplify your answer using integers or decimals.
- Round your answer to three decimal places as needed.
**Note:**
- Ensure all calculations are accurate and simplified to match the precision requirements.](/v2/_next/image?url=https%3A%2F%2Fcontent.bartleby.com%2Fqna-images%2Fquestion%2F70a8cbee-10b6-427b-ac1c-41a66a493bbd%2F49e1c96e-1a70-49a3-b4ba-0106244f96a6%2Fv6uywe_processed.png&w=3840&q=75)
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