Forcing model to reset agents

examples/10-likelihood-free-mcmc/main.cpp

@@ -1,7 +1,11 @@
 // #include "../../include/epiworld/epiworld.hpp"
 #include "../../include/epiworld/epiworld.hpp"
+
+#define EPI_DEBUG
 #include "../../include/epiworld/math/lfmcmc.hpp"
 
+
+
 using namespace epiworld;
 
 epimodels::ModelSIR<> model;
@@ -53,7 +57,7 @@ int main()
         model,   // Model
         "covid", // Name of the virus
         .1,      // Initial prevalence
-        .9,      // Infectiousness (par[1])
+        .1,      // Infectiousness (par[1])
         .3       // Immune Recovery (par[0])
         );
 
@@ -69,7 +73,6 @@ int main()
     lfmcmc.set_kernel_fun(kernel_fun_gaussian<std::vector<int>>);
 
     // Simulating some data
-    model.set_backup();
     model.verbose_off();
     model.run(50, 122);
     model.print();
@@ -82,7 +85,7 @@ int main()
 
     std::vector< epiworld_double > par0 = {.5, .5};
 
-    lfmcmc.run(par0, 1000, 1);
+    lfmcmc.run(par0, 2000, 1);
 
     lfmcmc.set_par_names({"Immune recovery", "Infectiousness"});
     lfmcmc.set_stats_names(model.get_states());

include/epiworld/math/lfmcmc/lfmcmc-meat.hpp

@@ -83,6 +83,13 @@ inline LFMCMCProposalFun<TData> make_proposal_norm_reflective(
 
         }
 
+        #ifdef EPI_DEBUG
+        for (auto & p : params_now)
+            if (p < lb || p > ub)
+                throw std::range_error("The parameter is out of bounds.");
+        #endif
+
+
         return;
 
     };

include/epiworld/model-meat.hpp

@@ -2039,21 +2039,19 @@ inline void Model<TSeq>::reset() {
         }
         #endif
 
-    } 
-    else
-    {
-        for (auto & p : population)
-            p.reset();
+    }
 
-        #ifdef EPI_DEBUG
-        for (auto & a: population)
-        {
-            if (a.get_state() != 0u)
-                throw std::logic_error("Model::reset population doesn't match."
-                    "Some agents are not in the baseline state.");
-        }
-        #endif
+    for (auto & p : population)
+        p.reset();
+
+    #ifdef EPI_DEBUG
+    for (auto & a: population)
+    {
+        if (a.get_state() != 0u)
+            throw std::logic_error("Model::reset population doesn't match."
+                "Some agents are not in the baseline state.");
     }
+    #endif
 
     if (entities_backup.size() != 0)
     {