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Modified Gauss-Newton scheme with worst-case guarantees for its global performance
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Document type | Article de périodique (Journal article) – Article de recherche |
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Publication date | 2007 |
Language | Anglais |
Journal information | "Optimization Methods and Software" - Vol. 22 , no. 3, p. 469-483 (Juin 2007) |
Peer reviewed | yes |
Publisher | Taylor & Francis Ltd. (Abingdon, United Kingdom) |
issn | 1055-6788 |
Publication status | Publié |
Affiliations |
UCL
- EUEN/CORE - Center for operations research and econometrics UCL - FSA/INMA - Département d'ingénierie mathématique |
Keywords | Systems of nonlinear equations ; Gauss-Newton method ; Trust-region methods ; Complexity bounds ; Global rate of convergence |
Links |
- Conn Andrew R., Gould Nicholas I. M., Toint Philippe L., Trust Region Methods, ISBN:9780898714609, 10.1137/1.9780898719857
- Dennis J. E., Numerical Methods for Unconstrained Optimization and Nonlinear Equations (1996)
- Ortega J. M., Iterative Solution of Nonlinear Equations in Several Variables (1970)
- Numerical Optimization, ISBN:0387987932, 10.1007/b98874
- Nesterov Yurii, Polyak B.T., Cubic regularization of Newton method and its global performance, 10.1007/s10107-006-0706-8
- Kantorovich L. V., Functional Analysis in Normed Spaces (1964)
Bibliographic reference | Nesterov, Yurii. Modified Gauss-Newton scheme with worst-case guarantees for its global performance. In: Optimization Methods and Software, Vol. 22 , no. 3, p. 469-483 (Juin 2007) |
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Permanent URL | http://hdl.handle.net/2078.1/23374 |