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diff --git a/adj_g_firm_proactive b/adj_g_firm_proactive
new file mode 100644
index 0000000..de1f8a7
--- /dev/null
+++ b/adj_g_firm_proactive
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diff --git a/adj_g_firm_prod b/adj_g_firm_prod
new file mode 100644
index 0000000..5c2db61
--- /dev/null
+++ b/adj_g_firm_prod
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diff --git a/controller_db.py b/controller_db.py
index fefb846..3baad32 100644
--- a/controller_db.py
+++ b/controller_db.py
@@ -116,7 +116,7 @@ class ControllerDB:
                          n_max_trial, crit_supplier,
                          firm_req_prf_size, firm_req_prf_conn,
                          firm_acc_prf_size, firm_acc_prf_conn,
-                         netw_sply_prf_n, netw_sply_prf_size, 
+                         netw_sply_prf_n, netw_sply_prf_size,
                          cap_limit_prob_type, cap_limit_level,
                          diff_new_conn, diff_remove, proactive_ratio):
         e = Experiment(
diff --git a/model.py b/model.py
index 2b79815..4bb9770 100644
--- a/model.py
+++ b/model.py
@@ -19,7 +19,7 @@ class Model(ap.Model):
         self.dct_lst_remove_firm_prod = self.p.dct_lst_init_remove_firm_prod
 
         self.int_n_max_trial = int(self.p.n_max_trial)
-        self.flt_netw_sply_prf_n = float(self.p.netw_sply_prf_n)
+        self.int_netw_sply_prf_size = int(self.p.netw_sply_prf_n)
         self.flt_netw_sply_prf_size = float(self.p.netw_sply_prf_size)
         self.str_cap_limit_prob_type = str(self.p.cap_limit_prob_type)
         self.flt_cap_limit_level = float(self.p.cap_limit_level)
@@ -67,56 +67,51 @@ class Model(ap.Model):
 
         # add edge to G_firm according to G_bom
         for node in nx.nodes(G_Firm):
+            lst_pred_product_code = []
             for product_code in G_Firm.nodes[node]['Product_Code']:
-                for pred_product_code in \
-                        list(G_bom.predecessors(product_code)):
-                    # for each product of a certain firm
-                    # get each predecessor (component) of this product
-                    # get a list of firm producing this component
-                    lst_pred_firm = Firm['Code'][Firm[pred_product_code] ==
-                                                 1].to_list()
-                    lst_pred_firm_size_damp = \
-                        [G_Firm.nodes[pred_firm]['Revenue_Log'] **
-                         self.flt_netw_sply_prf_size
-                         for pred_firm in lst_pred_firm
-                         ]
-                    lst_prob = \
-                        [size_damp / sum(lst_pred_firm_size_damp)
-                         for size_damp in lst_pred_firm_size_damp
-                         ]
-                    # select multiple supplier
-                    # based on relative size of this firm
-                    lst_same_prod_firm = Firm['Code'][Firm[product_code] ==
-                                                      1].to_list()
-                    lst_same_prod_firm_size = [
-                        G_Firm.nodes[f]['Revenue_Log']
-                        for f in lst_same_prod_firm
-                    ]
-                    share = G_Firm.nodes[node]['Revenue_Log'] / sum(
-                        lst_same_prod_firm_size)
-                    # damp share
-                    share = share ** self.flt_netw_sply_prf_n
-                    n_pred_firm = round(share * len(lst_pred_firm)) if round(
-                        share * len(lst_pred_firm)) > 0 else 1  # at least one
-                    lst_choose_firm = self.nprandom.choice(lst_pred_firm,
-                                                           n_pred_firm,
-                                                           replace=False,
-                                                           p=lst_prob)
-                    lst_add_edge = [(node, pred_firm, {
-                        'Product': product_code
-                    }) for pred_firm in lst_choose_firm]
-                    G_Firm.add_edges_from(lst_add_edge)
+                lst_pred_product_code += list(G_bom.predecessors(product_code))
+            lst_pred_product_code = list(set(lst_pred_product_code))
+            for pred_product_code in lst_pred_product_code:
+                # for each product predecessor (component) the firm need
+                # get a list of firm producing this component
+                lst_pred_firm = \
+                    Firm['Code'][Firm[pred_product_code] == 1].to_list()
+                lst_pred_firm_size_damp = \
+                    [G_Firm.nodes[pred_firm]['Revenue_Log'] **
+                        self.flt_netw_sply_prf_size
+                        for pred_firm in lst_pred_firm]
+                lst_prob = \
+                    [size_damp / sum(lst_pred_firm_size_damp)
+                        for size_damp in lst_pred_firm_size_damp]
+                # select multiple supplier (multi-sourcing)
+                n_pred_firm = self.int_netw_sply_prf_size
+                lst_choose_firm = self.nprandom.choice(lst_pred_firm,
+                                                       n_pred_firm,
+                                                       replace=False,
+                                                       p=lst_prob)
+                lst_add_edge = [(pred_firm, node,
+                                {'Product': pred_product_code})
+                                for pred_firm in lst_choose_firm]
+                G_Firm.add_edges_from(lst_add_edge)
 
-                    # graph firm prod
+                # graph firm prod
+                set_node_prod_code = set(G_Firm.nodes[node]['Product_Code'])
+                set_pred_succ_code = set(G_bom.successors(pred_product_code))
+                set_use_pred_prod_code = \
+                    set_node_prod_code & set_pred_succ_code
+                for pred_firm in lst_choose_firm:
                     pred_node = [n for n, v in G_FirmProd.nodes(data=True)
-                                 if v['Firm_Code'] == node and
-                                 v['Product_Code'] == product_code][0]
-                    for pred_firm in lst_choose_firm:
-                        pred_node = [n for n, v in G_FirmProd.nodes(data=True)
-                                     if v['Firm_Code'] == pred_firm and
-                                     v['Product_Code'] == pred_product_code][0]
-                        G_FirmProd.add_edge(pred_node, pred_node)
+                                 if v['Firm_Code'] == pred_firm and
+                                 v['Product_Code'] == pred_product_code][0]
+                    for use_pred_prod_code in set_use_pred_prod_code:
+                        current_node = \
+                            [n for n, v in G_FirmProd.nodes(data=True)
+                             if v['Firm_Code'] == node and
+                             v['Product_Code'] == use_pred_prod_code][0]
+                        G_FirmProd.add_edge(pred_node, current_node)
 
+        nx.to_pandas_adjacency(G_Firm).to_csv('adj_g_firm')
+        nx.to_pandas_adjacency(G_FirmProd).to_csv('adj_g_firm_prod')
         # unconnected node
         # for node in nx.nodes(G_Firm):
         #     if node.
@@ -124,6 +119,9 @@ class Model(ap.Model):
         self.sample.g_firm = json.dumps(nx.adjacency_data(G_Firm))
         self.firm_network = ap.Network(self, G_Firm)
         self.firm_prod_network = G_FirmProd
+        # import matplotlib.pyplot as plt
+        # nx.draw(G_FirmProd)
+        # plt.show()
 
         # init product
         for ag_node, attr in self.product_network.graph.nodes(data=True):
@@ -283,13 +281,15 @@ class Model(ap.Model):
                                     'Product': di_supp_prod.code
                                 })
                             ])
-                            # print(f"proactive add {select_cand.code} to "
-                            #       f"{pro_firm.code} "
-                            #       f"for {di_supp_code} {di_supp_prod.code}")
+                            print(f"proactive add {select_cand.code} to "
+                                  f"{pro_firm.code} "
+                                  f"for {di_supp_node['Firm_Code']} "
+                                  f"{di_supp_node['Product_Code']}")
                             # change capacity
                             select_cand.dct_prod_capacity[di_supp_prod] -= 1
                             break
 
+        nx.to_pandas_adjacency(G_Firm).to_csv('adj_g_firm_proactive')
         # draw network
         # self.draw_network()
 
diff --git a/network.png b/network.png
index c07f197..8064d4a 100644
Binary files a/network.png and b/network.png differ
diff --git a/orm.py b/orm.py
index 0b561cf..52e6679 100644
--- a/orm.py
+++ b/orm.py
@@ -60,7 +60,7 @@ class Experiment(Base):
     firm_req_prf_conn = Column(Boolean, nullable=False)
     firm_acc_prf_size = Column(DECIMAL(8, 4), nullable=False)
     firm_acc_prf_conn = Column(Boolean, nullable=False)
-    netw_sply_prf_n = Column(DECIMAL(8, 4), nullable=False)
+    netw_sply_prf_n = Column(Integer, nullable=False)
     netw_sply_prf_size = Column(DECIMAL(8, 4), nullable=False)
     cap_limit_prob_type = Column(String(16), nullable=False)
     cap_limit_level = Column(DECIMAL(8, 4), nullable=False)
diff --git a/xv_with_exp.csv b/xv_with_exp.csv
index d6bd74a..f996f82 100644
--- a/xv_with_exp.csv
+++ b/xv_with_exp.csv
@@ -1,4 +1,4 @@
-n_max_trial,crit_supplier,firm_req_prf_size,firm_req_prf_conn,firm_acc_prf_size,firm_acc_prf_conn,netw_sply_prf_size,netw_pref_supp_size,cap_limit_prob_type,cap_limit_level,diff_new_conn,diff_remove,proactive_ratio
-15,2,2,True,2,True,0.5,2,uniform,5,0.5,0.5,0.4
-10,1,1,False,1,False,1,1,normal,10,1,1,0.6
-5,0.5,0.5,,0.5,,2,0.5,,15,2,2,0.8
+n_max_trial,crit_supplier,firm_req_prf_size,firm_req_prf_conn,firm_acc_prf_size,firm_acc_prf_conn,netw_sply_prf_n,netw_sply_prf_size,cap_limit_prob_type,cap_limit_level,diff_new_conn,diff_remove,proactive_ratio
+15,2,2,True,2,True,3,2,uniform,5,0.5,0.5,0.4
+10,1,1,False,1,False,2,1,normal,10,1,1,0.6
+5,0.5,0.5,,0.5,,1,0.5,,15,2,2,0.8
diff --git a/xv_without_exp.csv b/xv_without_exp.csv
index 863c84b..f501b47 100644
--- a/xv_without_exp.csv
+++ b/xv_without_exp.csv
@@ -1,4 +1,4 @@
 n_max_trial,crit_supplier,firm_req_prf_size,firm_req_prf_conn,firm_acc_prf_size,firm_acc_prf_conn,netw_sply_prf_n,netw_sply_prf_size,cap_limit_prob_type,cap_limit_level,diff_new_conn,diff_remove,proactive_ratio
-10,1,1,True,1,True,1,1,normal,10,1,1,0.2
+10,1,1,True,1,True,1,1,uniform,10,1,1,0.9
 ,,,,,,,,,,,,
 ,,,,,,,,,,,,