We try to fit a circle with center (C1, c2) and radius r in a least-squares sense to n given points (x;, Y;), i = 1, ., n in the (x, y)-plane, wheren > 3. ...) (i) Derive a system of equations for c1, c2 and r. (ii) Use the substitution c = a/2, c2 = B/2 and r2 = y + c{+ c to bring the system from Part (i) into a form Ax = b. State the form of the matrix A and vector b and express the desired variables (c1, c2, r) in terms of the solution x. ii) Comment on why the condition n > 3 is necessary.
We try to fit a circle with center (C1, c2) and radius r in a least-squares sense to n given points (x;, Y;), i = 1, ., n in the (x, y)-plane, wheren > 3. ...) (i) Derive a system of equations for c1, c2 and r. (ii) Use the substitution c = a/2, c2 = B/2 and r2 = y + c{+ c to bring the system from Part (i) into a form Ax = b. State the form of the matrix A and vector b and express the desired variables (c1, c2, r) in terms of the solution x. ii) Comment on why the condition n > 3 is necessary.
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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