Cover Data Structures and Algorithms with Object-Oriented Design Patterns in Java
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Postfix Notation

Since inorder traversal produces an infix expression and preorder traversal produces a prefix expression, it should not come as a surprise that postorder traversal produces a postfix expression. In a postfix expression, an operator always follows its operands. The beauty of postfix (and prefix) expressions is that parentheses are not necessary.

A simple postorder traversal of the tree in Figure gif gives the postfix expression

  equation15350

In Section gif we saw that a postfix expression is easily evaluated using a stack. So, given an expression tree, we can evaluate the expression by doing a postorder traversal to create the postfix expression and then using the algorithm given in Section gif to evaluate the expression.

In fact, it is not really necessary to first create the postfix expression before computing its value. The expression can be evaluated by making use of an evaluation stack  during the course of the traversal as follows: When a terminal node is visited, its value is pushed onto the stack. When a non-terminal node is visited, two values are popped from the stack, the operation specified by the node is performed on those value, and the result is pushed back onto the evaluation stack. When the traversal terminates, there will be one result in the evaluation stack and that result is the value of the expression.

Finally, we can take this one step further. Instead of actually evaluating the expression, the code to compute the value of the expression is emitted. Again, a postorder traversal is done. However, now instead of performing the computation as each node is visited, the code needed to perform the evaluation is emitted. This is precisely what a compiler does when it compiles an expression such as Equation gif for execution.


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Bruno Copyright © 1998 by Bruno R. Preiss, P.Eng. All rights reserved.