Replaces max/min with argmax/argmin (aimacode#481)

Author: Chipe1

search.py

@@ -544,11 +544,9 @@ def __call__(self, s1):     # as of now s1 is a state rather than a percept
                 self.H[self.s] = min(self.LRTA_cost(self.s, b, self.problem.output(self.s, b),
                                      self.H) for b in self.problem.actions(self.s))
 
-            # costs for action b in problem.actions(s1)
-            costs = [self.LRTA_cost(s1, b, self.problem.output(s1, b), self.H)
-                     for b in self.problem.actions(s1)]
             # an action b in problem.actions(s1) that minimizes costs
-            self.a = list(self.problem.actions(s1))[costs.index(min(costs))]
+            self.a = argmin(self.problem.actions(s1),
+                            key=lambda b:self.LRTA_cost(s1, b, self.problem.output(s1, b), self.H))
 
             self.s = s1
             return self.a

text.py

@@ -318,9 +318,7 @@ def score(self, plaintext):
     def decode(self, ciphertext):
         """Return the shift decoding of text with the best score."""
 
-        list_ = [(self.score(shift), shift)
-                 for shift in all_shifts(ciphertext)]
-        return max(list_, key=lambda elm: elm[0])[1]
+        return argmax(all_shifts(ciphertext), key=lambda shift: self.score(shift))
 
 
 def all_shifts(text):
@@ -360,7 +358,7 @@ def decode(self, ciphertext):
         problem = PermutationDecoderProblem(decoder=self)
         solution =  search.best_first_graph_search(
             problem, lambda node: self.score(node.state))
-        print(solution.state, len(solution.state))
+
         solution.state[' '] = ' '
         return translate(self.ciphertext, lambda c: solution.state[c])