From 829004735951bf1e200cb2d38ba3811e85af750f Mon Sep 17 00:00:00 2001 From: jdub Date: Fri, 7 Oct 2022 12:30:13 +0800 Subject: [PATCH 01/83] work on sqp --- src/libs/pestpp_common/SQP.cpp | 35 ++++++++++++++++++++++++---------- src/libs/pestpp_common/SQP.h | 3 +++ 2 files changed, 28 insertions(+), 10 deletions(-) diff --git a/src/libs/pestpp_common/SQP.cpp b/src/libs/pestpp_common/SQP.cpp index 31356a0c..c76298ed 100644 --- a/src/libs/pestpp_common/SQP.cpp +++ b/src/libs/pestpp_common/SQP.cpp @@ -899,6 +899,7 @@ void SeqQuadProgram::initialize() //ofstream &frec = file_manager.rec_ofstream(); last_best = 1.0E+30; + last_viol = 0.0; warn_min_reals = 10; error_min_reals = 2; @@ -951,6 +952,7 @@ void SeqQuadProgram::initialize() //todo: save and report on initial gradient - make some checks would be useful? last_best = get_obj_value(current_ctl_dv_values, current_obs); + last_viol = constraints.get_sum_of_violations(current_ctl_dv_values, current_obs); message(0, "Initial phi value:", last_best); best_phis.push_back(last_best); @@ -959,6 +961,7 @@ void SeqQuadProgram::initialize() if (v > 0.0) { + message(0,"initial solution infeasible, seeking feasible solution"); seek_feasible(); } @@ -1495,19 +1498,22 @@ bool SeqQuadProgram::should_terminate() int nphistp = pest_scenario.get_control_info().nphistp; int nphinored = pest_scenario.get_control_info().nphinored; bool phiredstp_sat = false, nphinored_sat = false, consec_sat = false; - double phi, ratio; + double phi, ratio, infeas; int count = 0; int nphired = 0; //best_mean_phis = vector{ 1.0,0.8,0.81,0.755,1.1,0.75,0.75,1.2 }; //todo: save and write out the current phi grad vector (maybe save all of them???) ss.str(""); - ss << "best phi sequence:" << endl; + ss << "best phi-infeas sequence:" << endl; ss << " "; int ii = 0; - for (auto phi : best_phis) + for (int i=0;i::max(); else @@ -2649,7 +2656,7 @@ bool SeqQuadProgram::pick_candidate_and_update_current(ParameterEnsemble& dv_can } ss << " infeasibilty total: " << infeas_sum << ", "; infeas_vec.push_back(infeas_sum); - filter_accept = filter.accept(obj_vec[i], infeas_sum,iter,alpha_vals[i],true); + filter_accept = filter.accept(obj_vec[i], infeas_sum,iter,alpha_vals[i],false); if (filter_accept) ss << " filter accepted "; else @@ -2694,6 +2701,7 @@ bool SeqQuadProgram::pick_candidate_and_update_current(ParameterEnsemble& dv_can min_obj = obj_vec[iidx]; idx = iidx; oext = obj_vec[iidx]; + oviol = infeas_vec[iidx]; } } filter.update(min_obj,infeas_vec[idx],iter,alpha_vals[idx]); @@ -2710,11 +2718,13 @@ bool SeqQuadProgram::pick_candidate_and_update_current(ParameterEnsemble& dv_can { idx = i; oext = obj_vec[i]; + oviol = infeas_vec[i]; } else if ((obj_sense == "maximize") && (obj_vec[i] > oext)) { idx = i; oext = obj_vec[i]; + oviol = infeas_vec[i]; } } } @@ -2731,6 +2741,7 @@ bool SeqQuadProgram::pick_candidate_and_update_current(ParameterEnsemble& dv_can viol_min = infeas_vec[i]; idx = i; oext = obj_vec[i]; + oviol = infeas_vec[i]; } } } @@ -2738,7 +2749,7 @@ bool SeqQuadProgram::pick_candidate_and_update_current(ParameterEnsemble& dv_can } if (idx == -1) throw_sqp_error("shits busted"); - message(0, "best phi this iteration: ", oext); + message(0, "best phi and infeas this iteration: ", vector{oext,oviol}); t = dv_candidates.get_real_vector(real_names[idx]); cand_dv_values = current_ctl_dv_values; cand_dv_values.update_without_clear(dv_names, t); @@ -2746,7 +2757,7 @@ bool SeqQuadProgram::pick_candidate_and_update_current(ParameterEnsemble& dv_can t = _oe.get_real_vector(real_names[idx]); cand_obs_values.update_without_clear(onames, t); ss.str(""); - ss << "best candidate (scale factor: " << setprecision(4) << scale_vals[idx] << ", phi: " << oext << ")"; + ss << "best candidate (scale factor: " << setprecision(4) << scale_vals[idx] << ", phi: " << oext << ", infeas: " << oviol << ")"; constraints.sqp_report(iter, cand_dv_values, cand_obs_values, true,ss.str()); filter.report(file_manager.rec_ofstream(),iter); //TODO: need more thinking here - do we accept only if filter accepts? I think so.... @@ -2766,15 +2777,18 @@ bool SeqQuadProgram::pick_candidate_and_update_current(ParameterEnsemble& dv_can t = _oe.get_real_vector(idx); current_obs.update_without_clear(onames, t); last_best = oext; - message(0, "new best phi:", last_best); + last_viol = oviol; + message(0, "new best phi and infeas:", vector{last_best,last_viol}); best_phis.push_back(oext); + best_violations.push_back(oviol); // todo add constraint (largest violating constraint not already in working set) to working set // is this the right place to do this? after accepting a particular candidate? // also can we adapt alpha_mult based on subset? using concept of blocking constraint here? // take diff between vector of strings of constraints in working set and constraints with non-zero violation (return constraint idx from filter?) - if (infeas_vec[idx] > filter.get_viol_tol()) + //if no filter-accepted solutions and we are in violation... + if((accept_idxs.size() == 0) && (infeas_vec[idx] > filter.get_viol_tol())) { n_consec_infeas++; } @@ -2786,6 +2800,7 @@ bool SeqQuadProgram::pick_candidate_and_update_current(ParameterEnsemble& dv_can { message(0, "not accepting upgrade #sad"); best_phis.push_back(last_best); + best_violations.push_back(last_viol); if (infeas_vec[idx] > filter.get_viol_tol()) { n_consec_infeas++; diff --git a/src/libs/pestpp_common/SQP.h b/src/libs/pestpp_common/SQP.h index 27d28cfa..ad982911 100644 --- a/src/libs/pestpp_common/SQP.h +++ b/src/libs/pestpp_common/SQP.h @@ -115,8 +115,11 @@ class SeqQuadProgram int iter; double last_best; + double last_viol; vector best_phis; + vector best_violations; double best_phi_yet; + double best_violation_yet; int warn_min_reals, error_min_reals; From 8b3e896ffb912eb555fdc5c0138fb51bb816aaf8 Mon Sep 17 00:00:00 2001 From: jdub Date: Fri, 7 Oct 2022 14:50:57 +0800 Subject: [PATCH 02/83] more work on getting basic rosen to work --- src/libs/pestpp_common/EnsembleMethodUtils.cpp | 1 - src/libs/pestpp_common/SQP.cpp | 13 +++++++++---- src/libs/pestpp_common/constraints.cpp | 2 ++ 3 files changed, 11 insertions(+), 5 deletions(-) diff --git a/src/libs/pestpp_common/EnsembleMethodUtils.cpp b/src/libs/pestpp_common/EnsembleMethodUtils.cpp index 40e347b9..36de1cd9 100644 --- a/src/libs/pestpp_common/EnsembleMethodUtils.cpp +++ b/src/libs/pestpp_common/EnsembleMethodUtils.cpp @@ -2352,7 +2352,6 @@ void L2PhiHandler::report(bool echo, bool group_report) if (group_report) { - cout << endl; report_group(echo); } diff --git a/src/libs/pestpp_common/SQP.cpp b/src/libs/pestpp_common/SQP.cpp index c76298ed..a62fded1 100644 --- a/src/libs/pestpp_common/SQP.cpp +++ b/src/libs/pestpp_common/SQP.cpp @@ -953,10 +953,13 @@ void SeqQuadProgram::initialize() last_best = get_obj_value(current_ctl_dv_values, current_obs); last_viol = constraints.get_sum_of_violations(current_ctl_dv_values, current_obs); - message(0, "Initial phi value:", last_best); + message(0, "Initial phi value, infeasible value:", vector{last_best,last_viol}); best_phis.push_back(last_best); + best_violations.push_back(last_viol); - double v = constraints.get_sum_of_violations(current_ctl_dv_values, current_obs); + + + double v = constraints.get_sum_of_violations(current_ctl_dv_values, current_obs); filter.update(last_best, v, 0, -1.0); if (v > 0.0) @@ -1513,7 +1516,7 @@ bool SeqQuadProgram::should_terminate() { phi = best_phis[i]; infeas = best_violations[i]; - ss << setw(10) << setw(5) << setprecision(4) << phi << "," << setw(5) << setprecision(4) << infeas << " "; + ss << setw(10) << setw(5) << setprecision(4) << right << phi << "," << setw(5) << setprecision(4) << left << infeas << " "; ii++; if (ii % 6 == 0) { ss << endl; @@ -2540,7 +2543,9 @@ bool SeqQuadProgram::seek_feasible() //todo: probably more algorithmic things here... last_best = get_obj_value(current_ctl_dv_values, current_obs); last_viol = constraints.get_sum_of_violations(current_ctl_dv_values, current_obs); - message(1, "finished seeking feasible, reset best phi value to ", last_best); + best_phis[best_phis.size()-1] = last_best; + best_violations[best_violations.size() -1] = last_viol; + message(1, "finished seeking feasible, reset best phi,infeasible value to ", vector{last_best,last_viol}); return false; } diff --git a/src/libs/pestpp_common/constraints.cpp b/src/libs/pestpp_common/constraints.cpp index 9651dea3..bdbb492b 100644 --- a/src/libs/pestpp_common/constraints.cpp +++ b/src/libs/pestpp_common/constraints.cpp @@ -1061,6 +1061,8 @@ double Constraints::get_sum_of_violations(Parameters& pars, Observations& obs) sum += c.second; for (auto& c : get_unsatified_pi_constraints(pars)) sum += c.second; + if (sum < 1e-10) + sum = 0.0; return sum; } From ed95df5573eb116db04b2cd647fdbfaf82b9f56e Mon Sep 17 00:00:00 2001 From: jdub Date: Mon, 10 Oct 2022 16:44:30 +0800 Subject: [PATCH 03/83] more work on grad descent with sqp --- src/libs/pestpp_common/SQP.cpp | 41 ++++++++++++++++++++++++++++++++-- src/libs/pestpp_common/SQP.h | 5 ++++- 2 files changed, 43 insertions(+), 3 deletions(-) diff --git a/src/libs/pestpp_common/SQP.cpp b/src/libs/pestpp_common/SQP.cpp index a62fded1..76c9e036 100644 --- a/src/libs/pestpp_common/SQP.cpp +++ b/src/libs/pestpp_common/SQP.cpp @@ -1453,7 +1453,29 @@ void SeqQuadProgram::iterate_2_solution() //save some stuff... if (use_ensemble_grad) report_and_save_ensemble(); + else + { + //save par and res files for this iteration + ss.str(""); + ss << file_manager.get_base_filename() << "." << iter << ".base.par"; + string par_name = ss.str(); + ofstream of(par_name); + if (of.bad()) + { + throw_sqp_error("error opening par file"+par_name); + } + const TranOffset& toff = *pest_scenario.get_base_par_tran_seq().get_offset_ptr(); + const TranScale& tsc = *pest_scenario.get_base_par_tran_seq().get_scale_ptr(); + output_file_writer.write_par(of,current_ctl_dv_values,toff,tsc); + of.close(); + ObjectiveFunc obj_func(&(pest_scenario.get_ctl_observations()), &(pest_scenario.get_ctl_observation_info()), &(pest_scenario.get_prior_info())); + ss.str(""); + ss << ".base.rei"; + output_file_writer.write_rei(file_manager.open_ofile_ext(ss.str()), iter, + pest_scenario.get_ctl_observations(), current_obs, obj_func, current_ctl_dv_values); + file_manager.close_all_files_ending_with("rei"); + } constraints.sqp_report(iter, current_ctl_dv_values, current_obs, true); //report dec var change stats - only for ensemble form @@ -2797,7 +2819,15 @@ bool SeqQuadProgram::pick_candidate_and_update_current(ParameterEnsemble& dv_can { n_consec_infeas++; } - + if (use_ensemble_grad) { + double new_par_sigma = pest_scenario.get_pestpp_options().get_par_sigma_range(); + new_par_sigma = new_par_sigma * (par_sigma_incfac * (double)iter); + new_par_sigma = max(new_par_sigma, par_sigma_max); + + message(1, "increasing par_sigma_range to", new_par_sigma); + message(1, "regenerating parcov"); + parcov.try_from(pest_scenario, file_manager); + } return true; } @@ -2810,7 +2840,14 @@ bool SeqQuadProgram::pick_candidate_and_update_current(ParameterEnsemble& dv_can { n_consec_infeas++; } - //TODO: something here to adapt to the failed iteration, otherwise I think we will continue failing... + if (use_ensemble_grad) { + double new_par_sigma = pest_scenario.get_pestpp_options().get_par_sigma_range(); + new_par_sigma = new_par_sigma * par_sigma_decfac; + new_par_sigma = min(new_par_sigma, par_sigma_min); + message(1, "decreasing par_sigma_range to", new_par_sigma); + message(1, "regenerating parcov"); + parcov.try_from(pest_scenario, file_manager); + } return false; } } diff --git a/src/libs/pestpp_common/SQP.h b/src/libs/pestpp_common/SQP.h index ad982911..acac73aa 100644 --- a/src/libs/pestpp_common/SQP.h +++ b/src/libs/pestpp_common/SQP.h @@ -107,7 +107,10 @@ class SeqQuadProgram int MAX_CONSEC_PHIINC = 3; int n_consec_phiinc; - + double par_sigma_decfac = 5.0; + double par_sigma_incfac = 0.1; + double par_sigma_max = 100; + double par_sigma_min = 4; double eigthresh; vector scale_vals; set pp_args; From 67388fd961c1bf7703cf3cf6737b9617f674d7c5 Mon Sep 17 00:00:00 2001 From: jdub Date: Tue, 11 Oct 2022 15:14:17 +0800 Subject: [PATCH 04/83] more work on sqp grad des --- src/libs/pestpp_common/FileManager.cpp | 4 +- src/libs/pestpp_common/SQP.cpp | 120 +++++++++++++------ src/libs/pestpp_common/SQP.h | 11 +- src/libs/pestpp_common/pest_data_structs.cpp | 2 +- 4 files changed, 93 insertions(+), 44 deletions(-) diff --git a/src/libs/pestpp_common/FileManager.cpp b/src/libs/pestpp_common/FileManager.cpp index b2567b49..fc8227e1 100644 --- a/src/libs/pestpp_common/FileManager.cpp +++ b/src/libs/pestpp_common/FileManager.cpp @@ -111,7 +111,7 @@ ofstream &FileManager::open_ofile_absolute(const string &tag, const string &file f_new.open(filename, mode); filename_map.insert(pair(tag, filename)); } - if (!f_new.good()) + if (f_new.bad()) { throw PestFileError(filename); } @@ -142,7 +142,7 @@ ifstream &FileManager::open_ifile_absolute(const string &tag, const string &file f_new.open(filename, mode); filename_map.insert(pair(tag, filename)); } - if (!f_new.good()) + if (f_new.bad()) { PestFileError pest_err(filename); cerr << pest_err.what(); diff --git a/src/libs/pestpp_common/SQP.cpp b/src/libs/pestpp_common/SQP.cpp index 76c9e036..9cadfe60 100644 --- a/src/libs/pestpp_common/SQP.cpp +++ b/src/libs/pestpp_common/SQP.cpp @@ -975,6 +975,33 @@ void SeqQuadProgram::initialize() message(0, "initialization complete"); } +void SeqQuadProgram::save_current_dv_obs() +{ + stringstream ss; + ss.str(""); + ss << file_manager.get_base_filename() << "." << iter << "." << BASE_REAL_NAME << ".par"; + string par_name = ss.str(); + pest_utils::lower_ip(par_name); + ofstream of(par_name); + if (of.bad()) + { + throw_sqp_error("error opening par file"+par_name); + } + const TranOffset& toff = *pest_scenario.get_base_par_tran_seq().get_offset_ptr(); + const TranScale& tsc = *pest_scenario.get_base_par_tran_seq().get_scale_ptr(); + output_file_writer.write_par(of,current_ctl_dv_values,toff,tsc); + of.close(); + ObjectiveFunc obj_func(&(pest_scenario.get_ctl_observations()), &(pest_scenario.get_ctl_observation_info()), &(pest_scenario.get_prior_info())); + ss.str(""); + ss << iter << "." << BASE_REAL_NAME << ".rei"; + string rei_name = ss.str(); + pest_utils::lower_ip(rei_name); + ofstream& ofr = file_manager.open_ofile_ext(rei_name); + output_file_writer.write_rei(ofr, iter, + pest_scenario.get_ctl_observations(), current_obs, obj_func, current_ctl_dv_values); + file_manager.close_all_files_ending_with("rei"); + +} void SeqQuadProgram::prep_4_fd_grad() { @@ -1060,6 +1087,7 @@ void SeqQuadProgram::prep_4_fd_grad() } jco.save("0.jcb"); message(1, "saved initial jacobian to " + file_manager.get_base_filename() + ".0.jcb"); + save_current_dv_obs(); } void SeqQuadProgram::run_jacobian(Parameters& _current_ctl_dv_vals, Observations& _current_obs, bool init_obs) @@ -1456,25 +1484,7 @@ void SeqQuadProgram::iterate_2_solution() else { //save par and res files for this iteration - ss.str(""); - ss << file_manager.get_base_filename() << "." << iter << ".base.par"; - string par_name = ss.str(); - ofstream of(par_name); - if (of.bad()) - { - throw_sqp_error("error opening par file"+par_name); - } - const TranOffset& toff = *pest_scenario.get_base_par_tran_seq().get_offset_ptr(); - const TranScale& tsc = *pest_scenario.get_base_par_tran_seq().get_scale_ptr(); - - output_file_writer.write_par(of,current_ctl_dv_values,toff,tsc); - of.close(); - ObjectiveFunc obj_func(&(pest_scenario.get_ctl_observations()), &(pest_scenario.get_ctl_observation_info()), &(pest_scenario.get_prior_info())); - ss.str(""); - ss << ".base.rei"; - output_file_writer.write_rei(file_manager.open_ofile_ext(ss.str()), iter, - pest_scenario.get_ctl_observations(), current_obs, obj_func, current_ctl_dv_values); - file_manager.close_all_files_ending_with("rei"); + save_current_dv_obs(); } constraints.sqp_report(iter, current_ctl_dv_values, current_obs, true); @@ -1686,11 +1696,17 @@ Parameters SeqQuadProgram::calc_gradient_vector(const Parameters& _current_dv_va //dv_cov_matrix = 1.0 / (dv.shape().first - 1.0) * (dv_anoms.transpose() * dv_anoms); //message(1, "dv_cov:", dv_cov_matrix); //parcov_inv = dv_cov_matrix.cwiseInverse(); // check equivalence to pseudo inv - - //the second return matrix should be shrunk optimally to be nonsingular...but who knows! - Covariance shrunk_cov = dv.get_empirical_cov_matrices(&file_manager).second; - shrunk_cov.inv_ip(); - parcov_inv = shrunk_cov.e_ptr()->toDense(); + + if (pest_scenario.get_pestpp_options().get_ies_use_empirical_prior()) { + //the second return matrix should be shrunk optimally to be nonsingular...but who knows! + Covariance shrunk_cov = dv.get_empirical_cov_matrices(&file_manager).second; + shrunk_cov.inv_ip(); + parcov_inv = shrunk_cov.e_ptr()->toDense(); + } + else + { + parcov_inv = parcov.inv().e_ptr()->toDense(); + } //cout << "parcov inv: " << endl << parcov_inv << endl; //TODO: Matt to check consistency being sample cov forms //message(1, "empirical parcov inv:", parcov_inv); // tmp @@ -1706,15 +1722,25 @@ Parameters SeqQuadProgram::calc_gradient_vector(const Parameters& _current_dv_va // compute dec var-phi cross-cov vector // see eq (9) of Dehdari and Oliver 2012 SPE and Fonseca et al 2015 SPE // start by computing mean-shifted obj function ensemble + Eigen::MatrixXd ivec, upgrade_1, s, V, U, st; + SVD_REDSVD rsvd; + //SVD_EIGEN rsvd; + rsvd.set_performance_log(performance_log); + //dv_anoms.transposeInPlace(); + + rsvd.solve_ip(dv_anoms, s, U, V, pest_scenario.get_svd_info().eigthresh, pest_scenario.get_svd_info().maxsing); + Eigen::MatrixXd dv_anoms_pseudoinv = V * s.asDiagonal().inverse() * U.transpose(); + Eigen::MatrixXd obj_anoms = oe.get_eigen_anomalies(vector(), vector{obj_func_str}, center_on); Eigen::MatrixXd cross_cov_vector; // or Eigen::VectorXd? - cross_cov_vector = 1.0 / (dv.shape().first - 1.0) * (dv_anoms.transpose() * obj_anoms); + //cross_cov_vector = 1.0 / (dv.shape().first - 1.0) * (dv_anoms.transpose() * obj_anoms); //cout << "dv-obj_cross_cov:" << endl << cross_cov_vector << endl; // now compute grad vector // this is a matrix-vector product; the matrix being the pseudo inv of diag empirical dec var cov matrix and the vector being the dec var-phi cross-cov vector\ // see, e.g., Chen et al. (2009) and Fonseca et al. (2015) - grad = parcov_inv * cross_cov_vector;//*parcov.e_ptr() * cross_cov_vector; + //grad = parcov_inv * cross_cov_vector;//*parcov.e_ptr() * cross_cov_vector; + grad = 1.0 / ((double)dv.shape().first - 1.0) * (dv_anoms_pseudoinv * obj_anoms); // if (constraints) //{ // ss.str(""); @@ -2293,9 +2319,16 @@ bool SeqQuadProgram::solve_new() // } vector real_names; - + + scale_vals.clear(); + for (auto& sf : pest_scenario.get_pestpp_options().get_sqp_scale_facs()) + { + scale_vals.push_back(sf * base_scale_factor); + } + + for (auto sv : scale_vals) - { + { ss.str(""); ss << "dv_cand_sv:" << left << setw(8) << setprecision(3) << sv; real_names.push_back(ss.str()); @@ -2819,16 +2852,23 @@ bool SeqQuadProgram::pick_candidate_and_update_current(ParameterEnsemble& dv_can { n_consec_infeas++; } - if (use_ensemble_grad) { - double new_par_sigma = pest_scenario.get_pestpp_options().get_par_sigma_range(); - new_par_sigma = new_par_sigma * (par_sigma_incfac * (double)iter); - new_par_sigma = max(new_par_sigma, par_sigma_max); - - message(1, "increasing par_sigma_range to", new_par_sigma); - message(1, "regenerating parcov"); - parcov.try_from(pest_scenario, file_manager); + else { + if (use_ensemble_grad) { + double new_par_sigma = pest_scenario.get_pestpp_options().get_par_sigma_range(); + new_par_sigma = new_par_sigma * (par_sigma_incfac); + new_par_sigma = min(new_par_sigma, par_sigma_max); + + message(1, "increasing par_sigma_range to", new_par_sigma); + message(1, "regenerating parcov"); + pest_scenario.get_pestpp_options_ptr()->set_par_sigma_range(new_par_sigma); + parcov.try_from(pest_scenario, file_manager); + cout << parcov << endl; + } + base_scale_factor = base_scale_factor * sf_dec_fac; + message(0, "new base scale factor", base_scale_factor); } - return true; + + return true; } else @@ -2843,11 +2883,15 @@ bool SeqQuadProgram::pick_candidate_and_update_current(ParameterEnsemble& dv_can if (use_ensemble_grad) { double new_par_sigma = pest_scenario.get_pestpp_options().get_par_sigma_range(); new_par_sigma = new_par_sigma * par_sigma_decfac; - new_par_sigma = min(new_par_sigma, par_sigma_min); + new_par_sigma = max(new_par_sigma, par_sigma_min); message(1, "decreasing par_sigma_range to", new_par_sigma); message(1, "regenerating parcov"); parcov.try_from(pest_scenario, file_manager); + pest_scenario.get_pestpp_options_ptr()->set_par_sigma_range(new_par_sigma); + cout << parcov << endl; } + base_scale_factor = base_scale_factor * sf_inc_fac; + message(0,"new base scale factor",base_scale_factor); return false; } } diff --git a/src/libs/pestpp_common/SQP.h b/src/libs/pestpp_common/SQP.h index acac73aa..56aa9225 100644 --- a/src/libs/pestpp_common/SQP.h +++ b/src/libs/pestpp_common/SQP.h @@ -107,11 +107,14 @@ class SeqQuadProgram int MAX_CONSEC_PHIINC = 3; int n_consec_phiinc; - double par_sigma_decfac = 5.0; - double par_sigma_incfac = 0.1; + double par_sigma_decfac = 0.75; + double par_sigma_incfac = 1.25; double par_sigma_max = 100; - double par_sigma_min = 4; + double par_sigma_min = 1; double eigthresh; + double base_scale_factor = 1.0; + double sf_dec_fac = 0.95; + double sf_inc_fac = 1.05; vector scale_vals; set pp_args; @@ -144,6 +147,8 @@ class SeqQuadProgram //Parameters best_mean_dv_values; //Observations best_mean_obs_values; + void save_current_dv_obs(); + Constraints constraints; bool oe_drawn, dv_drawn; diff --git a/src/libs/pestpp_common/pest_data_structs.cpp b/src/libs/pestpp_common/pest_data_structs.cpp index c5183bcd..a41a4138 100644 --- a/src/libs/pestpp_common/pest_data_structs.cpp +++ b/src/libs/pestpp_common/pest_data_structs.cpp @@ -1848,7 +1848,7 @@ void PestppOptions::set_defaults() set_sqp_obs_restart_en(""); set_sqp_num_reals(-1); set_sqp_update_hessian(false); - set_sqp_scale_facs(vector{0.00001, 0.0001,0.001, 0.005, 0.01, 0.05, 0.075, 0.1, 0.25,0.5, 1.0}); + set_sqp_scale_facs(vector{0.00001, 0.0001,0.0005, 0.001, 0.0025, 0.005, 0.01, 0.05, 0.075, 0.1, 0.25,0.5, 1.0,2.,5.,10.,}); set_mou_generator("DE"); set_mou_population_size(100); From 1686d1287fb000495559a7bf2bb6866c4f305220 Mon Sep 17 00:00:00 2001 From: jdub Date: Wed, 12 Oct 2022 11:09:40 +0800 Subject: [PATCH 05/83] more work on rosenc --- documentation/pestpp_users_guide_v5.1.23.docx | Bin 1907028 -> 1907337 bytes src/libs/pestpp_common/SQP.cpp | 3 +- src/libs/pestpp_common/SQP.h | 7 ++-- src/programs/gsa/MorrisMethod.cpp | 2 +- src/programs/gsa/main.cpp | 30 +++++++++++++++++- 5 files changed, 35 insertions(+), 7 deletions(-) diff --git a/documentation/pestpp_users_guide_v5.1.23.docx b/documentation/pestpp_users_guide_v5.1.23.docx index 1075515b529c78bc0cbe5b279e0f7f95810ce9d2..ba94a58984ea86138fdd25f5fcd70147a9008fe8 100644 GIT binary patch delta 476097 zcmY&eb8sfj*Ub~#w!N`!+u7K*v3X)!Pi))S*c;p2*!BjSZ{Od4Usc!Kd(Q1SQ#IAo z)3B0qZ)+=xx{4mB*X z9K%eLNMlsmw+?V+DParf85kJqjquAV@2=K5vc2P-^{3exdr5e`FlN!>FTN93n{0Zf zOuB{2OIdvn|JDY66&xKzRvC09d!WvGwPCBv2$B6o&vT 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