Abstract
Let X and Y be Banach spaces and \(\Omega \) be an open subset of X. Suppose that \(f:{\Omega \subseteq X}\rightarrow {Y}\) is a single-valued function which is nonsmooth and it has point based approximations on \(\Omega \) and \(F:X\rightrightarrows 2^Y\) is a set-valued mapping with closed graph. An extended Newton-type method is introduced in the present paper for solving the nonsmooth generalized equation \(0\in {f(x)+F(x)}\). Semilocal and local convergence of this method are analyzed based on the concept of point-based approximation.
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References
Robinson, S.M.: Generalized equations and their solutions, Part I: Basic Theory. Math. Program. Study 10, 128–141 (1979)
Robinson, S.M.: Generalized equations and their solutions, Part II: Applications to nonlinear programming. Math. Program. Study 19, 200–221 (1982)
Ferris, M.C., Pang, J.S.: Engineering and economic applications of complementarity problems. SIAM Rev. 39, 669–713 (1997)
Argyros, I.K.: Advances in the Efficiency of Computational Methods and Applications. World Scientific, River Edge (2000)
Kantorovich, L.V., Akilov, G.P.: Functional Analysis in Normed Spaces. Pergamon Press, Oxford (1982)
Robinson, S.M.: Newton’s method for a class of nonsmooth functions. Set Valued Anal. 2, 291–305 (1994)
Argyros, I.K.: On a nonsmooth version of Newton’s method based on Hölderian assumptions. Int. J. Comput. Math. 84(12), 1747–1756 (2007)
Dontchev, A.L.: Local convergence of the Newton method for generalized equation. C. R. A. S Paris Ser. I 322, 327–331 (1996)
Dontchev, A.L.: Local analysis of a Newton-type method based on partial linearization. Lect. Appl. Math. 32, 295–306 (1996)
Rashid, M.H., Yu, S.H., Li, C., Wu, S.Y.: Convergence analysis of the Gauss–Newton method for Lipschitz-like mappings. J. Optim. Theory Appl. 158(1), 216–233 (2013)
Dedieu, J.P., Shub, M.: Newton’s method for overdetermined systems of equations. Math. Comput. 69, 1099–1115 (2000)
He, J.S., Wang, J.H., Li, C.: Newton’s method for underdetemined systems of equations under the modified \(\gamma \)-condition. Numer. Funct. Anal. Optim. 28, 663–679 (2007)
Xu, X.B., Li, C.: Convergence criterion of Newton’s method for singular systems with constant rank derivatives. J. Math. Anal. Appl. 345, 689–701 (2008)
Li, C., Ng, K.F.: Majorizing functions and convergence of the Gauss Newton method for convex composite optimization. SIAM J. Optim. 18, 613–642 (2008)
Aubin, J.P.: Lipschitz behavior of solutions to convex minimization problems. Math. Oper. Res. 9, 87–111 (1984)
Haliout, S., Pietrus, A.: A semilocal convergence of the secant-type method for solving a generalised equations. Possitivity 10, 673–700 (2006)
Pietrus, A.: Does Newton’s method for set-valued maps converges uniformly in mild differentiability context? Rev. Colomb. Mat. 32, 49–56 (2000)
Aubin, J.P., Frankowska, H.: Set-Valued Analysis. Birkhäuser, Boston (1990)
Mordukhovich, B.S.: Sensitivity analysis in nonsmooth optimization. In: Field D.A., Komkov V. (eds.) Theoretical Aspects of Industrial Design, volume 58 of Proceedings in Applied Mathematics, pp. 32–46. SIAM, Philadelphia (1992)
Penot, J.P.: Metric regularity, openness and Lipschitzian behavior of multifunctions. Nonlinear Anal. 13, 629–643 (1989)
Dontchev, A.L., Hager, W.W.: An inverse mapping theorem for set-valued maps. Proc. Am. Math. Soc. 121, 481–498 (1994)
Dontchev, A.L.: Uniform convergence of the Newton method for Aubin continuous maps. Serdica Math. J. 22, 385–398 (1996)
Robinson, S.M.: Extension of Newton’s method to nonlinear functions with values in a cone. Numer. Math. 19, 341–347 (1972)
Ortega, J.M.: The Newton–Kantorovich theorem. Am. Math. Mon. 75, 658–660 (1968)
Ostrowski, A.M.: On Newton’s Method in Banach Spaces. Defense Technical Information Center, Basel University, Mathematics Institute, Switzerland (1972)
Rall, L.B., Tapia, R.A.: The Kantorovich theorem and error estimates for Newton’s method. Technical Summary Report No. 1043. Mathematics Research Center, University of Wisconsin (1970)
Josephy, N.H.: Newton’s Method for Generalized Equations. Technical Summary Report No. 1965. Mathematics Research Center, University of Wisconsin-Madison, June, 1979
Robinson, S.M.: Normal maps induced by linear transformations. Math. Oper. Res. 17, 691–714 (1992)
Ralph, D.: A new proof of Robinson’s homeomorphism theorem for PL-normal maps. Linear Algebra Appl. 178, 249–260 (1993)
Ralph, D.: On branching numbers of normal manifolds. Nonlinear Anal. Theory Methods Appl. 22(8), 1041–1050 (1994)
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Rashid, M.H. Extended Newton-type method and its convergence analysis for nonsmooth generalized equations. J. Fixed Point Theory Appl. 19, 1295–1313 (2017). https://doi.org/10.1007/s11784-017-0415-3
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DOI: https://doi.org/10.1007/s11784-017-0415-3
Keywords
- Generalized equation
- Lipschitz-like mapping
- extended Newton-type method
- semilocal convergence
- point based approximation