Always initialize normalizers for EGO

PetroleumCyberneticsGroup · Aug 14, 2019 · dd1c315 · dd1c315
1 parent 19e38ce
commit dd1c315
Showing 1 changed file with 14 additions and 0 deletions.
diff --git a/FieldOpt/Optimization/optimizers/bayesian_optimization/EGO.cpp b/FieldOpt/Optimization/optimizers/bayesian_optimization/EGO.cpp
@@ -44,6 +44,20 @@ EGO::EGO(Settings::Optimizer *settings,
     time_af_opt_ = 0;
     settings_ = settings;
 
+    initializeNormalizers();
+
+    // penalize the base case
+    if (penalize_) {
+        double org_ofv = tentative_best_case_->objective_function_value();
+        double pen_ofv = PenalizedOFV(tentative_best_case_);
+        tentative_best_case_->set_objective_function_value(pen_ofv);
+        if (VERB_OPT >=1) {
+            Printer::ext_info("Penalized base case. " 
+                    "Original value: " + Printer::num2str(org_ofv) + "; "
+                    + "Penalized value: " + Printer::num2str(pen_ofv), "Optimization", "Optimizer");
+        }
+    }
+
     int n_cont_vars = variables->ContinousVariableSize();
 
     if (constraint_handler_->HasBoundaryConstraints()) {