Derivation of 2nd divided difference

In summary, the 2nd divided difference is a mathematical concept used to calculate the average rate of change of a function over a given interval. It is derived from the 2nd derivative of the function and represents the difference between the averages of the first divided differences of the function at two consecutive points. This calculation is useful in understanding the overall trend of a function and can be applied in various fields such as economics, physics, and engineering.
  • #1
roldy
237
2
I'm trying to understand how the second divided difference is formulated. I understand that the first divided difference is just the equation of a slope.

[itex]f(x_{i},x_{i+1})=\frac{f(x_{i})-f(x_{i+1})}{x_{i}-x_{i+1}}[/itex]

Every source that I have read always jumps to the second divided difference by saying "and by induction"

[itex]f(x_{i},x_{i+1},x_{i+2})=\frac{f(x_{i},x_{i+1})-f(x_{i+1},x_{i+2})}{x_{i+2}-x_{i+1}}[/itex]

How is induction used to get this equation?
 
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  • #2
http://nptel.iitm.ac.in/courses/Webcourse-contents/IIT-KANPUR/mathematics-2/node112.html

you can check the above site if you think it would be useful.
 
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  • #3
Having got two consecutive first differences,
[tex]\frac{f(x_i)- f(x_{i+1}}{x_i- x_{i+1}}[/tex]
[tex]\frac{f(x_{i+1}- f(x_{i+2}}{x_{i+1}- x_{i+2}}[/tex]

Now, for the first difference of those:
[tex]\frac{\frac{f(x_i)- f(x_{i+1}}{x_i- x_{i+1}}- \frac{f(x_{i+1}- f(x_{i+2}}{x_{i+1}- x_{i+2}}}{x_i- x_{i+2}}[/tex]
 
  • #4
Thank you. I new it was some type of substitution but I failed to think of using the first difference with the first differences.
 
  • #5


Induction is a mathematical proof technique that involves proving a statement for a base case and then showing that if the statement holds for a particular case, it also holds for the next case. In the case of the second divided difference, we can use induction to show that the formula holds for any number of points.

To understand this, let's look at the first divided difference formula again:

f(x_{i},x_{i+1})=\frac{f(x_{i})-f(x_{i+1})}{x_{i}-x_{i+1}}

This formula calculates the slope between two points, x_i and x_{i+1}. Now, let's add another point, x_{i+2}, to the equation:

f(x_{i},x_{i+1},x_{i+2})=\frac{f(x_{i},x_{i+1})-f(x_{i+1},x_{i+2})}{x_{i+2}-x_{i+1}}

We can see that the second divided difference is simply the first divided difference between two divided differences (f(x_{i},x_{i+1}) and f(x_{i+1},x_{i+2})) divided by the difference between the last two points (x_{i+2}-x_{i+1}). This is essentially the same as calculating the slope between the first divided difference and the third point.

Now, to use induction, we can start with the base case of two points and show that the formula holds. Then, we can assume that the formula holds for n points and show that it also holds for n+1 points. This will prove that the formula holds for any number of points, including the second divided difference.

In conclusion, induction is used to show that the formula for the second divided difference holds for any number of points by building on the formula for the first divided difference. This allows us to generalize the formula and use it for any number of points in a sequence.
 

FAQ: Derivation of 2nd divided difference

What is the purpose of deriving the 2nd divided difference?

The 2nd divided difference is used to determine the rate of change of a function. It measures how quickly the slope of a function is changing at a specific point.

How is the 2nd divided difference calculated?

The 2nd divided difference is calculated by taking the difference between the 1st divided difference of two consecutive points, and dividing it by the difference between those points. This can be represented by the equation: f''(x) = [f'(x+1) - f'(x)] / [x+1 - x]

What are the applications of the 2nd divided difference?

The 2nd divided difference is commonly used in calculus and physics to determine the acceleration of an object, as acceleration is the second derivative of position. It is also used in financial calculations to analyze changes in stock prices over time.

Can the 2nd divided difference be negative?

Yes, the 2nd divided difference can be negative. This indicates that the slope of the function is decreasing at that point, and the function is concave down.

How does the 2nd divided difference relate to the 2nd derivative?

The 2nd divided difference is equal to the 2nd derivative of a function at a specific point. This means that by calculating the 2nd divided difference, we can determine the value of the 2nd derivative and understand the rate of change of the slope at that point.

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