Trees
Preorder Traversal
Visit the root before each subtree, producing root-left-right order.
Algorithm
The canonical tree is 4(2(1,3),6(5,7)), so this Java DSA
implementation can be compared directly with the rest of the DSA track.
Basic Implementation
Basic.java
import java.util.*;
public class Basic {
static class Node {
int value;
Node left;
Node right;
Node(int value) { this.value = value; }
Node(int value, Node left, Node right) { this.value = value; this.left = left; this.right = right; }
}
static String render(Node node) {
if (node == null) return "_";
if (node.left == null && node.right == null) return Integer.toString(node.value);
return node.value + "(" + render(node.left) + "," + render(node.right) + ")";
}
static Node sampleTree() {
return new Node(4, new Node(2, new Node(1), new Node(3)), new Node(6, new Node(5), new Node(7)));
}
static void preorder(Node node, List<Integer> output) { if (node == null) return; output.add(node.value); preorder(node.left, output); preorder(node.right, output); }
public static void main(String[] args) { List<Integer> output = new ArrayList<>(); preorder(sampleTree(), output); System.out.println(output); }
}
Complexity
- Time: O(n)
- Space: O(h) recursion stack
Implementation notes
- Java represents the tree with
Nodeobjects containing primitiveint valueplusNode leftandNode rightreference fields. Missing children arenull. preorder(Node node, List<Integer> output)is recursive and returnsvoid. The base caseif (node == null) return;stops at missing child references.- Each non-null stack frame first mutates the shared
ArrayList<Integer>withoutput.add(node.value), autoboxing throughInteger.valueOfso these small fixture values may be cachedIntegerinstances, then callspreorder(node.left, output)beforepreorder(node.right, output). - The replay-visible output grows in root-left-right order from
[4]to[4, 2, 1, 3, 6, 5, 7]. The recursive calls use normal Java stack frames; the prebuilt tree, output list, and any uncached boxed values are heap objects managed by GC once unreachable.
preorder
Preorder records the current node before visiting left and right subtrees.