Abstract
In this paper we present a new solution method for underdetermined systems of nonlinear equations in a neighborhood of a certain point of the variety of solutions where the Jacoby matrix has incomplete rank. Such systems are usually called degenerate. It is known that the Gauss–Newton method can be used in the degenerate case. However, the variety of solutions in a neighborhood of the considered point can have several branches in the degenerate case. Therefore, the analysis of convergence of the method requires special techniques based on the constructions of the theory of p-regularity and p-factor-operators.
Funding: The work was supported by the Russian Science Foundation grant 19–11–00338.
References
[1] K. N. Belash and A. A. Tret’yakov, Methods for solving degenerate problems. USSR Comp. Math. Math. Phys. 28 (1988), No. 4, 90–94.10.1016/0041-5553(88)90116-4Search in Google Scholar
[2] E. Bednarczuk, A. Prusińska, and A. A Tret’yakov, High order stability conditions for degenerate optimization problems. Elements of p-regularity theory. Nonlinear Analysis74 (2011), No. 3, 836–846.10.1016/j.na.2010.09.034Search in Google Scholar
[3] O. A. Brezhneva, A. F. Izmailov, A. A. Tret’yakov, and A. Khmura, An approach to finding singular solutions to a general system of nonlinear equations. USSR Comp. Math. Math. Phys. 40 (2000), No. 3, 347–358.Search in Google Scholar
[4] O. A. Brezhneva, A. A. Tret’yakov, and A. Khmura, Modified 2-factor solution method for systems of nonlinear equations. Zh. Vychisl. Matem. Matem. Fiz. 41 (2001), No. 4, 558–569.Search in Google Scholar
[5] A. F. Izmailov and A. A. Tret’yakov, Factor Analysis of Nonlinear Mappings. Nauka, Moscow, 1994 (in Russian).Search in Google Scholar
[6] B. Medak, A. Tret’yakov, and H. Żoladek, Solutions to some singular nonlinear boundary value problems. Topol. Methods Nonlinear Anal. 41 (2013), No. 2, 255–265.Search in Google Scholar
[7] E. Szczepanik and A. A. Tret’yakov, Methods for solving irregular equality-constrained optimization problems. Nonlinear Analysis69 (2008), No. 12, 4241–4251.10.1016/j.na.2007.10.052Search in Google Scholar
[8] A. A. Tret’yakov, Necessary and sufficient conditions for pth order optimality. USSR Comp. Math. Math. Phys. 24 (1984), No. 2, 123–127.10.1016/0041-5553(84)90132-0Search in Google Scholar
[9] A. A. Tret’yakov, The implicit function theorem in degenerate problems. Russian Math. Surveys42 (1987), No. 5, 179–180.10.1070/RM1987v042n05ABEH001482Search in Google Scholar
[10] E. Szczepanik, Metody Rozwiazywania Skonczenie Wymiarowych Problemow Opymalizacji. Dysertacja doktorska, System Res. Inst., Polish Acad. Sci., Warsaw, 2011.Search in Google Scholar
© 2019 Walter de Gruyter GmbH, Berlin/Boston
Articles in the same Issue
- Frontmatter
- Efficient projection method for a system of differential equations of Fokker−Planck type
- Two variants of Monte Carlo projection method for numerical solution of nonlinear Boltzmann equation
- Subgrid modelling of convective diffusion in a multiscale random medium
- Solution method for underdetermined systems of nonlinear equations
- Boundary least squares method with three-dimensional harmonic basis of higher order for solving linear div-curl systems with Dirichlet conditions
Articles in the same Issue
- Frontmatter
- Efficient projection method for a system of differential equations of Fokker−Planck type
- Two variants of Monte Carlo projection method for numerical solution of nonlinear Boltzmann equation
- Subgrid modelling of convective diffusion in a multiscale random medium
- Solution method for underdetermined systems of nonlinear equations
- Boundary least squares method with three-dimensional harmonic basis of higher order for solving linear div-curl systems with Dirichlet conditions