两个Node的距离取决于从node1到node2经过的edge数,如果考虑用类似LCA的解法的话,如果两个node的LCA是其中一个node,因为我们的算法不会再往下递归了,所以没法得到两者的距离。所以这里我们先计算LCA,之后算出node1和node2和LCA的depth,depth1 + depth2 - 2 * depthLCA就是最终的结果。找LCA的时间复杂度是O(n),因为是binary tree,找depth的时间复杂度也是O(n),所以总的时间复杂度是O(n),代码如下:
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public class DistanceBetweenTwoNodes { | |
public int getDistanace(TreeNode root, TreeNode node1, TreeNode node2) { | |
if (root == null || node1 == null || node2 == null) | |
return -1; | |
TreeNode ancestor = LCA(root, node1, node2); | |
int depth1 = getDepth(root, ancestor); | |
int depth2 = getDepth(root, node1); | |
int depth3 = getDepth(root, node2); | |
return depth2 + depth3 - 2 * depth1; | |
} | |
private TreeNode LCA(TreeNode curr, TreeNode node1, TreeNode node2) { | |
if (curr == null) | |
return null; | |
if (curr == node1 || curr == node2) | |
return curr; | |
TreeNode left = LCA(curr.left, node1, node2); | |
TreeNode right = LCA(curr.right, node1, node2); | |
if(left != null && right != null) | |
return curr; | |
return left == null? right: left; | |
} | |
private int getDepth(TreeNode curr, TreeNode target) { | |
if (curr == null) | |
return -1; | |
if (curr == target) | |
return 0; | |
int left = getDepth(curr.left, target); | |
int right = getDepth(curr.right, target); | |
if (left == -1 && right == -1) | |
return -1; | |
return left == -1? right + 1: left + 1; | |
} | |
public static void main(String[] args) { | |
test1(); | |
test2(); | |
test3(); | |
} | |
//test cases | |
private static void test1() { | |
TreeNode root = new TreeNode(1); | |
DistanceBetweenTwoNodes d = new DistanceBetweenTwoNodes(); | |
if (d.getDistanace(null, root, root) == -1 && d.getDistanace(root, root, root) == 0) | |
System.out.println("Test case 1 passed!"); | |
else | |
System.out.println("Test case 1 failed!"); | |
} | |
private static void test2() { | |
TreeNode root = new TreeNode(1); | |
root.left = new TreeNode(2); | |
root.right = new TreeNode(3); | |
TreeNode node3 = new TreeNode(4); | |
root.left.right = node3; | |
root.left.left = new TreeNode(7); | |
root.left.left.left = new TreeNode(10); | |
root.right.right = new TreeNode(5); | |
TreeNode node1 = new TreeNode(6); | |
root.right.left = node1; | |
root.right.right.right = new TreeNode(1); | |
root.right.left.left = new TreeNode(-2); | |
root.left.left.right = new TreeNode(-3); | |
TreeNode node2 = new TreeNode(0); | |
root.left.left.right.right = node2; | |
DistanceBetweenTwoNodes d = new DistanceBetweenTwoNodes(); | |
if (d.getDistanace(root, node1, node1) == 0 && d.getDistanace(root, node1, node2) == 6 | |
&& d.getDistanace(root, node1, node3) == 4 && d.getDistanace(root, root, node2) == 4) | |
System.out.println("Test case 2 passed!"); | |
else | |
System.out.println("Test case 2 failed!"); | |
} | |
private static void test3() { | |
TreeNode root = new TreeNode(-3); | |
root.left = new TreeNode(7); | |
root.right = new TreeNode(-6); | |
root.left.left = new TreeNode(4); | |
root.left.right = new TreeNode(-2); | |
TreeNode node1 = new TreeNode(5); | |
root.right.right = node1; | |
root.left.left.left = new TreeNode(12); | |
root.left.left.left.right = new TreeNode(0); | |
TreeNode node3 = new TreeNode(10); | |
root.left.right.right = node3; | |
root.right.right.left = new TreeNode(-8); | |
TreeNode node2 = new TreeNode(-9); | |
root.right.right.right = node2; | |
TreeNode node4 = new TreeNode(17); | |
root.right.right.left.left = node4; | |
root.right.right.right.right= new TreeNode(-20); | |
DistanceBetweenTwoNodes d = new DistanceBetweenTwoNodes(); | |
if (d.getDistanace(root, node1, node2) == 1 && d.getDistanace(root, node3, node4) == 7 | |
&& d.getDistanace(root, node4, node2) == 3 && d.getDistanace(root, root, node3) == 3) | |
System.out.println("Test case 3 passed!"); | |
else | |
System.out.println("Test case 3 failed!"); | |
} | |
} |
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