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Directional Newton methods in variables
Author(s):
Yuri
Levin;
Adi
Ben-Israel.
Journal:
Math. Comp.
71
(2002),
251-262.
MSC (2000):
Primary 65H05, 65H10;
Secondary 49M15
Posted:
May 17, 2001
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Abstract:
Directional Newton methods for functions of variables are shown to converge, under standard assumptions, to a solution of . The rate of convergence is quadratic, for near-gradient directions, and directions along components of the gradient of with maximal modulus. These methods are applied to solving systems of equations without inversion of the Jacobian matrix.
References:
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- 2.
- A. Ben-Israel, Newton's method with modified functions, Contemp. Math. 204(1997), 39-50. MR 98c:65080
- 3.
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- 4.
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- C.-E. Fröberg, Numerical Mathematics: Theory and Computer Applications, Benjamin, 1985. MR 86h:65001
- 6.
- Y. Levin and A. Ben-Israel, MAPLE programs for directional Newton methods are available at: ftp://rutcor.rutgers.edu/pub/bisrael/Newton-Dir.mws.
- 7.
- G. Lukács, The generalized inverse matrix and the surface-surface intersection problem, pp. 167-185 in Theory and Practice of Geometric Modeling (W. Strasser and H.-P. Seidel, editors), Springer-Verlag, 1989. MR 91f:65041
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Additional Information:
Yuri
Levin
Affiliation:
RUTCOR--Rutgers Center for Operations Research, Rutgers University, 640 Bartholomew Rd, Piscataway, New Jersey 08854-8003
Email:
ylevin@rutcor.rutgers.edu
Adi
Ben-Israel
Affiliation:
RUTCOR--Rutgers Center for Operations Research, Rutgers University, 640 Bartholomew Rd, Piscataway, New Jersey 08854-8003
Email:
bisrael@rutcor.rutgers.edu
DOI:
10.1090/S0025-5718-01-01332-1
PII:
S 0025-5718(01)01332-1
Keywords:
Newton method,
single equations,
systems of equations
Received by editor(s):
October 27, 1999 and, in revised form May 15, 2000.
Posted:
May 17, 2001
Additional Notes:
The first author was supported by the Center for Discrete Mathematics and Theoretical Computer Science (DIMACS), Rutgers University
Copyright of article:
Copyright
2001,
American Mathematical Society
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