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Convergence of the Newton Method for Aubin Continuous Maps

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Motivated by optimization considerations we revisit the work by Dontchev in [7] involving the convergence of Newton's method to a solution of a generalized equation in a Banach space setting. Using the same hypotheses and under the same computational cost we provide a finer convergence analysis for Newton's method by using more precise estimates.

Abstract

Motivated by optimization considerations we revisit the work by Dontchev in [7] involving the convergence of Newton's method to a solution of a generalized equation in a Banach space setting. Using the same hypotheses and under the same computational cost we provide a finer convergence analysis for Newton's method by using more precise estimates.

참고문헌 (11)

  1. J. P. Aubin, "Lipschitz behavior of solutions to convex minimization problems", Math. Oper. Res, 9, pp.87~111 (1984)
  2. I. K. Argyros, "A unifying local-semilocal convergence analysis and applications for two- point Newton-like methods in Banach space", J. Math. Anal. Appl, 298, pp.374~397 (2004)
  3. I. K. Argyros, "Newton Methods" (2005), Nova Science Publ. Inc
  4. I. K. Argyros, "On the secant method for solving nonsmooth equations", J. Math. Anal. Appl, 322(1), pp.146~157 (2006)
  5. A. L. Dontchev, "An inverse function theorem for set-valued maps", Proc. Amer. Math. Soc, 121, pp.481~484 (1994)
  6. A. L. Dontchev, "Local convergence of the Newton method for generalized equations", C.R. Acad. Sci. Paris, t, 332, pp.327~331 (1996)
  7. A. L. Dontchev, "Uniform convergence of the Newton method for Aubin continuous maps", Serdica Math. J, 22, pp.385~398 (1996)
  8. L. V. Kantorovich, "Pergamon Press" (1982), Pergamon Press
  9. S. M. Robinson, "Newton's method for a class of nonsmooth functions", Set-Valued Anal- ysis, 2, pp.291~305 (1994)
  10. R. T. Rockafellar, "Lipschitz properties of multifunctions", Nonlinear Analysis, 9, pp.867~885 (1985)
  11. B. Xiao, "A nonsmooth Newton method for variational inequalities I", Theory, Math. Programming, 65, pp.151~194 (1994)

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