The goal of this problem is to fit a quadratic function of the form f(x) = c₁x² + ₂x to the data points (-2, 13), (-1,-1), (0, -1), (2, 17), using least squares. (a) The problem is equivalent to finding the least squares solution to the system Xc = y where X = , y = and c = [c1, c₂]T (b) Find the coefficients of the best fit by finding the least squares solution to the system in part (a) C1 = C2
The goal of this problem is to fit a quadratic function of the form f(x) = c₁x² + ₂x to the data points (-2, 13), (-1,-1), (0, -1), (2, 17), using least squares. (a) The problem is equivalent to finding the least squares solution to the system Xc = y where X = , y = and c = [c1, c₂]T (b) Find the coefficients of the best fit by finding the least squares solution to the system in part (a) C1 = C2
Linear Algebra: A Modern Introduction
4th Edition
ISBN:9781285463247
Author:David Poole
Publisher:David Poole
Chapter2: Systems Of Linear Equations
Section2.4: Applications
Problem 16EQ
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![The goal of this problem is to fit a quadratic function of the form f(x) = c₁x² + c₂x to the data points (-2, 13), (-1,-1), (0, -1), (2, 17), using least squares.
(a) The problem is equivalent to finding the least squares solution to the system Xc = y where
·EFIL
, y =
(b) Find the coefficients of the best fit by finding the least squares solution to the system in part (a)
C1
C₂
X =
and c = [C₁, C₂]T](/v2/_next/image?url=https%3A%2F%2Fcontent.bartleby.com%2Fqna-images%2Fquestion%2Ff36eb3f5-3a86-47dc-b38e-1f74ed928969%2Fa8699c8e-ece9-44d8-b147-12f6ec521f8f%2Fidnv0z5_processed.jpeg&w=3840&q=75)
Transcribed Image Text:The goal of this problem is to fit a quadratic function of the form f(x) = c₁x² + c₂x to the data points (-2, 13), (-1,-1), (0, -1), (2, 17), using least squares.
(a) The problem is equivalent to finding the least squares solution to the system Xc = y where
·EFIL
, y =
(b) Find the coefficients of the best fit by finding the least squares solution to the system in part (a)
C1
C₂
X =
and c = [C₁, C₂]T
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