diff --git a/jedi/evaluate/iterable.py b/jedi/evaluate/iterable.py
index c8d8e64d..afe953c1 100644
--- a/jedi/evaluate/iterable.py
+++ b/jedi/evaluate/iterable.py
@@ -180,14 +180,11 @@ class Array(use_metaclass(CachedMetaClass, pr.Base)):
             raise AttributeError('Strange access on %s: %s.' % (self, name))
         return getattr(self._array, name)
 
-    def __getitem__(self):
-        return self._array.__getitem__()
-
     def __iter__(self):
-        return self._array.__iter__()
+        return iter(self._array)
 
     def __len__(self):
-        return self._array.__len__()
+        return len(self._array)
 
     def __repr__(self):
         return "<e%s of %s>" % (type(self).__name__, self._array)
@@ -215,6 +212,26 @@ class ArrayMethod(object):
         return "<%s of %s>" % (type(self).__name__, self.name)
 
 
+class MergedArray(Array):
+    def __init__(self, evaluator, arrays):
+        super(MergedArray, self).__init__(evaluator, arrays[-1]._array)
+        self._arrays = arrays
+
+    def get_index_types(self, mixed_index):
+        return list(chain(*(a.values() for a in self._arrays)))
+
+    def get_exact_index_types(self, mixed_index):
+        raise IndexError
+
+    def __iter__(self):
+        for array in self._arrays:
+            for a in array:
+                yield a
+
+    def __len__(self):
+        return sum(len(a) for a in self._arrays)
+
+
 def get_iterator_types(inputs):
     """Returns the types of any iterator (arrays, yields, __iter__, etc)."""
     iterators = []
diff --git a/jedi/evaluate/precedence.py b/jedi/evaluate/precedence.py
index 437ac431..bbfe7246 100644
--- a/jedi/evaluate/precedence.py
+++ b/jedi/evaluate/precedence.py
@@ -232,15 +232,27 @@ def is_literal(obj):
     return _is_number(obj) or _is_string(obj)
 
 
+def _is_tuple(obj):
+    from jedi.evaluate import iterable
+    return isinstance(obj, iterable.Array) and obj.type == pr.Array.TUPLE
+
+
+def _is_list(obj):
+    from jedi.evaluate import iterable
+    return isinstance(obj, iterable.Array) and obj.type == pr.Array.LIST
+
+
 def _element_calculate(evaluator, left, operator, right):
+    from jedi.evaluate import iterable
     if operator == '*':
         # for iterables, ignore * operations
-        from jedi.evaluate import iterable
         if isinstance(left, iterable.Array) or _is_string(left):
             return [left]
     elif operator == '+':
         if _is_number(left) and _is_number(right) or _is_string(left) and _is_string(right):
             return [create(evaluator, left.obj + right.obj)]
+        elif _is_tuple(left) and _is_tuple(right) or _is_list(left) and _is_list(right):
+            return [iterable.MergedArray(evaluator, (left, right))]
     elif operator == '-':
         if _is_number(left) and _is_number(right):
             return [create(evaluator, left.obj - right.obj)]