Adding Rules in Rules.txt

Generating Output File
ameybarapatre · Apr 30, 2017 · ff7d30e · ff7d30e
1 parent ff09779
commit ff7d30e
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Showing 8 changed files with 2,065 additions and 1,038 deletions.
diff --git a/.data-00000-of-00001 b/.data-00000-of-00001
diff --git a/.index b/.index
diff --git a/.meta b/.meta
diff --git a/Rules.txt b/Rules.txt
@@ -1,10 +1,11 @@
-if active_time and total_fare then Z1
+if active_time_high and total_fare_low then Z1
 
-if fare and waiting_time then Z2
+if fare_high and waiting_time_low then Z2
 
-if fare and waiting_time and active_time and total_fare then Z3
+if fare_high and waiting_time_low and active_time_high and total_fare_low then Z3
+
+if fare_high and total_fare_low and active_time_high then Z4
 
-if fare and total_fare then Z4
 
 Title : DQN for Taxi Fleet Management
 

diff --git a/anfis.py b/anfis.py
@@ -6,7 +6,7 @@
 
 def taxi_eligibility(taxi,taxis_y ,alpha ,Gamma):
     n_membership = 4
-    y = tf.placeholder("float",[None , 2])
+    y = tf.placeholder("float",[None , 3])
     x = tf.placeholder("float", [None, n_membership])
     reward = tf.placeholder("float" ,[None , 1])
 
@@ -42,11 +42,10 @@ def taxi_eligibility(taxi,taxis_y ,alpha ,Gamma):
     sess.run(init)
     saver = tf.train.Saver()
 
-    data = pd.read_csv("fuzzyq.csv")
+    data = pd.read_csv("fuzzyq1.csv")
     taxis = data[["ua","ub","uc","ud"]].as_matrix()
     r = (data['Diff']*10).as_matrix()[:,np.newaxis]
-    y_in = data[["ub","ud"]].as_matrix()
-
+    y_in = data[["ub","ud","ua"]].as_matrix()
     if os.path.exists("checkpoint")!=True:
         for i in range(0,10000):
            sess.run([optimizer ], feed_dict={x: taxis ,reward:r , y : y_in})

diff --git a/fuzzyq1.csv b/fuzzyq1.csv