Artículos de revistas
DIFFERENTIABLE EXACT PENALTY FUNCTIONS FOR NONLINEAR SECOND-ORDER CONE PROGRAMS
Registro en:
Siam Journal On Optimization. Siam Publications, v. 22, n. 4, n. 1607, n. 1633, 2012.
1052-6234
WOS:000312734300017
10.1137/110852401
Autor
Fukuda, EH
Silva, PJS
Fukushima, M
Institución
Resumen
Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP) Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq) We propose a method for solving nonlinear second-order cone programs (SOCPs), based on a continuously differentiable exact penalty function. The construction of the penalty function is given by incorporating a multipliers estimate in the augmented Lagrangian for SOCPs. Under the nondegeneracy assumption and the strong second-order sufficient condition, we show that a generalized Newton method has global and superlinear convergence. We also present some preliminary numerical experiments. 22 4 1607 1633 Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP) Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq) Japan Society for the Promotion of Science Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP) Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq) FAPESP [2010/20572-0, 2011/23638-5] CNPq [PRONEX-CNPq/FAPERJ E-26/171.510/2006-APQ1] CNPq [305740/2010-5]