Systems of nonlinear equations
Overview
One unknown
Bracketing methods
Newton's method: 1 unknown
One unknown, polynomial zeros
arbitrary real polynomials:
find real zeroes
Maehly's trick for polynomials
zeroes of complex polynomials:
Jenkins-Traub
zeroes of complex polynomials:
Hirano
zeroes of complex polynomials:
Laguerre
all zeroes of a real polynomial:
Bairstow
Knuth's optimal evaluation scheme
Systems of equations
Newton's method: 2 unknowns
Newton's method: n unknowns
Gauss-Newton method ("nonlinear least squares")
Levenberg-Marquardt method
(m=n: nonlinear equations)
orthogonal regression: "fitting an ellipse"
orthogonal regression: "fitting a plane ellipse
to data in 3D"
orthogonal regression: explicit model
SOR-Newton method
n=2, graphically
SOR-Newton method
general n
Newton-GMRES method
general n
more reading
Systems of nonlinear equations
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