petsc-3.11.3 2019-06-26
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TAONTL

Newton's method with trust region globalization and line search fallback. At each iteration, the Newton trust region method solves the system for d and performs a line search in the d direction: min_d .5 dT Hk d + gkT d, s.t. ||d|| < Delta_k

Options Database Keys

-tao_ntl_init_type - "constant","direction","interpolation"
-tao_ntl_update_type - "reduction","interpolation"
-tao_ntl_min_radius - lower bound on trust region radius
-tao_ntl_max_radius - upper bound on trust region radius
-tao_ntl_epsilon - tolerance for accepting actual / predicted reduction
-tao_ntl_mu1_i - mu1 interpolation init factor
-tao_ntl_mu2_i - mu2 interpolation init factor
-tao_ntl_gamma1_i - gamma1 interpolation init factor
-tao_ntl_gamma2_i - gamma2 interpolation init factor
-tao_ntl_gamma3_i - gamma3 interpolation init factor
-tao_ntl_gamma4_i - gamma4 interpolation init factor
-tao_ntl_theta_i - thetha1 interpolation init factor
-tao_ntl_eta1 - eta1 reduction update factor
-tao_ntl_eta2 - eta2 reduction update factor
-tao_ntl_eta3 - eta3 reduction update factor
-tao_ntl_eta4 - eta4 reduction update factor
-tao_ntl_alpha1 - alpha1 reduction update factor
-tao_ntl_alpha2 - alpha2 reduction update factor
-tao_ntl_alpha3 - alpha3 reduction update factor
-tao_ntl_alpha4 - alpha4 reduction update factor
-tao_ntl_alpha4 - alpha4 reduction update factor
-tao_ntl_mu1 - mu1 interpolation update
-tao_ntl_mu2 - mu2 interpolation update
-tao_ntl_gamma1 - gamma1 interpolcation update
-tao_ntl_gamma2 - gamma2 interpolcation update
-tao_ntl_gamma3 - gamma3 interpolcation update
-tao_ntl_gamma4 - gamma4 interpolation update
-tao_ntl_theta - theta1 interpolation update

Level

beginner

Location

src/tao/unconstrained/impls/ntl/ntl.c
Index of all Tao routines
Table of Contents for all manual pages
Index of all manual pages