Lagrange interpolation formula

Click For Summary
SUMMARY

The discussion centers on the Lagrange interpolation formula, which constructs a polynomial function of degree n - 1 that passes through given points. Specifically, part (a) involves finding a polynomial function f_{i} that equals 1 at x_{i} and 0 at other x_{j} values, utilizing the product notation for distinct numbers. Part (b) extends this to create a polynomial f that matches specified values a_{i} at x_{i}. Participants also seek MATLAB code for implementing Lagrange interpolation and Barycentric interpolation methods.

PREREQUISITES
  • Understanding of polynomial functions and their degrees
  • Familiarity with Lagrange interpolation concepts
  • Basic knowledge of MATLAB programming
  • Comprehension of product notation in mathematical expressions
NEXT STEPS
  • Research the derivation of the Lagrange interpolation formula
  • Learn how to implement Lagrange interpolation in MATLAB
  • Explore Barycentric interpolation methods and their advantages
  • Study the properties of polynomial functions and their applications in numerical analysis
USEFUL FOR

Mathematicians, engineering students, and software developers interested in numerical methods and polynomial interpolation techniques.

swevener
Messages
21
Reaction score
0

Homework Statement


(a) If x_{1},\ldots, x_{n} are distinct numbers, find a polynomial function f_{i} of degree n - 1 which is 1 at x_{i} and 0 at x_{j} for j \ne i. Hint: the product of all (x - x_{j}) for j \ne i is 0 at x_{j} if j \ne i. This product is usually denoted by
\prod_{\substack{j = 1 \\ j \ne i}}^{n} (x - x_{j}).
(b) Now find a polynomial function f of degree n - 1 such that f(x_{i}) = a_{i}, where a_{1},\ldots,a_{n} are given numbers. (You should use the functions f_{i} from part (a). The formula you will obtain is called the "Lagrange interpolation formula.")

3. [strike]The attempt at a solution[/strike] Questions
Why are these polynomials of degree n - 1? Because of the j \ne i?
[strike]And the hint in part (a), where does that come from? Why can we say the product is zero if[/strike] j \ne i? Figured this one out. I misread the problem.
 
Last edited:
Physics news on Phys.org
Anyone has a MATLAB code for lagrange interpolation and Barycentric , please help
 

Similar threads

Replies
8
Views
1K
Replies
6
Views
3K
  • · Replies 4 ·
Replies
4
Views
2K
  • · Replies 21 ·
Replies
21
Views
2K
  • · Replies 15 ·
Replies
15
Views
2K
  • · Replies 15 ·
Replies
15
Views
2K
Replies
3
Views
2K
  • · Replies 2 ·
Replies
2
Views
1K
  • · Replies 1 ·
Replies
1
Views
2K
Replies
9
Views
2K