[LeetCode]419. Battleships in a Board
2017-07-23 15:51
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Given an 2D board, count how many battleships are in it. The battleships are represented with
empty slots are represented with
You receive a valid board, made of only battleships or empty slots.
Battleships can only be placed horizontally or vertically. In other words, they can only be made of the shape
row, N columns) or
At least one horizontal or vertical cell separates between two battleships - there are no adjacent battleships.
Example:
In the above board there are 2 battleships.
Invalid Example:
This is an invalid board that you will not receive - as battleships will always have a cell separating between them.
Follow up:
Could you do it in one-pass, using only O(1) extra memory and without modifying the value of the board?
解法一、一种解法是深度优先遍历,用两层循环对所有位置进行遍历,遇到没被访问过的‘X’则军舰数加1,然后从该点开始进行深度优先遍历,将代表该军舰的所有‘X’标记为访问过的状态。
public class Solution {
private int[] di = { -1, 0, 1, 0 }, dj = { 0, -1, 0, 1 };
public int countBattleships(char[][] board) {
int res = 0, height = board.length, width = board[0].length, i, j, m, n;
boolean[][] visited = new boolean[height][width];
for (i = 0; i < height; i++)
for (j = 0; j < width; j++)
visited[i][j] = false;
for (i = 0; i < height; i++)
for (j = 0; j < width; j++) {
if (board[i][j] == 'X' && visited[i][j] == false) {
res++;
DFS(board, visited, i, j, height, width);
}
}
return res;
}
public void DFS(char[][] board, boolean[][] visited, int i, int j,
int h, int w) {
int ii, jj, k;
visited[i][j] = true;
for (k = 0; k < 4; k++) {
ii = i + di[k];
jj = j + dj[k];
if (ii >= 0 && ii < h && jj >= 0 && jj < w && board[ii][jj] == 'X'
&& visited[ii][jj] == false)
DFS(board,visited,ii,jj,h,w);
}
}
}
这道题,我自己是完全没有想到图的方向,也是因为刚开始刷题,对数据结构其实都还没有特别熟悉。
其实这种题目,很明显的有点、线的关系,求不同的战艇数,也就是求图里面的最大连通子图的个数。
解法二、题目进阶要求一次遍历完,并且使用O(1)的空间复杂度,那么就不能像解法一那样再声明一个记录访问标志的二维数组。我们可以通过军舰的起点计算军舰数,所谓起点,就是指一条军舰上最左边的那个‘X’或者最上面的那个‘X’。
public class Solution {
public int countBattleships(char[][] board) {
int res = 0, height = board.length, width = board[0].length, i, j;
for (i = 0; i < height; i++)
a8b6
for (j = 0; j < width; j++) {
if (board[i][j] == '.' || (i > 0 && board[i - 1][j] == 'X')
|| j > 0 && board[i][j - 1] == 'X')
continue;
res++;
}
return res;
}
}
————————————————————————————————————————————
Java里的DFS的一种实现
public class DFSTest {
// 存储节点信息
private char[] vertices;
// 存储边信息(邻接矩阵)
private int[][] arcs;
// 图的节点数
private int vexnum;
// 记录节点是否已被遍历
private boolean[] visited;
// 初始化
public DFSTest(int n) {
vexnum = n;
vertices = new char
;
arcs = new int
;
visited = new boolean
;
for (int i = 0; i < vexnum; i++) {
for (int j = 0; j < vexnum; j++) {
arcs[i][j] = 0;
}
}
}
// 添加边(无向图)
public void addEdge(int i, int j) {
// 边的头尾不能为同一节点
if (i == j)return;
arcs[i][j] = 1;
arcs[j][i] = 1;
}
// 设置节点集
public void setVertices(char[] vertices) {
this.vertices = vertices;
}
// 设置节点访问标记
public void setVisited(boolean[] visited) {
this.visited = visited;
}
// 打印遍历节点
public void visit(int i){
System.out.print(vertices[i] + " ");
}
// 从第i个节点开始深度优先遍历
private void traverse(int i){
// 标记第i个节点已遍历
visited[i] = true;
// 打印当前遍历的节点
visit(i);
// 遍历邻接矩阵中第i个节点的直接联通关系
for(int j=0;j<vexnum;j++){
// 目标节点与当前节点直接联通,并且该节点还没有被访问,递归
if(arcs[i][j]==1 && visited[j]==false){
traverse(j);
}
}
}
// 图的深度优先遍历(递归)
public void DFSTraverse(){
// 初始化节点遍历标记
for (int i = 0; i < vexnum; i++) {
visited[i] = false;
}
// 从没有被遍历的节点开始深度遍历
for(int i=0;i<vexnum;i++){
if(visited[i]==false){
// 若是连通图,只会执行一次
traverse(i);
}
}
}
// 图的深度优先遍历(非递归)
public void DFSTraverse2(){
// 初始化节点遍历标记
for (int i = 0; i < vexnum; i++) {
visited[i] = false;
}
Stack<Integer> s = new Stack<Integer>();
for(int i=0;i<vexnum;i++){
if(!visited[i]){
//连通子图起始节点
s.add(i);
do{
// 出栈
int curr = s.pop();
// 如果该节点还没有被遍历,则遍历该节点并将子节点入栈
if(visited[curr]==false){
// 遍历并打印
visit(curr);
visited[curr] = true;
// 没遍历的子节点入栈
for(int j=vexnum-1; j>=0 ; j-- ){
if(arcs[curr][j]==1 && visited[j]==false){
s.add(j);
}
}
}
}while(!s.isEmpty());
}
}
}
public static void main(String[] args) {
DFSTest g = new DFSTest(9);
char[] vertices = {'A','B','C','D','E','F','G','H','I'};
g.setVertices(vertices);
g.addEdge(0, 1);
g.addEdge(0, 5);
g.addEdge(1, 0);
g.addEdge(1, 2);
g.addEdge(1, 6);
g.addEdge(1, 8);
g.addEdge(2, 1);
g.addEdge(2, 3);
g.addEdge(2, 8);
g.addEdge(3, 2);
g.addEdge(3, 4);
g.addEdge(3, 6);
g.addEdge(3, 7);
g.addEdge(3, 8);
g.addEdge(4, 3);
g.addEdge(4, 5);
g.addEdge(4, 7);
g.addEdge(5, 0);
g.addEdge(5, 4);
g.addEdge(5, 6);
g.addEdge(6, 1);
g.addEdge(6, 3);
g.addEdge(6, 5);
g.addEdge(6, 7);
g.addEdge(7, 3);
g.addEdge(7, 4);
g.addEdge(7, 6);
g.addEdge(8, 1);
g.addEdge(8, 2);
g.addEdge(8, 3);
System.out.print("深度优先遍历(递归):");
g.DFSTraverse();
System.out.println();
System.out.print("深度优先遍历(非递归):");
g.DFSTraverse2();
}
}
'X's,
empty slots are represented with
'.'s. You may assume the following rules:
You receive a valid board, made of only battleships or empty slots.
Battleships can only be placed horizontally or vertically. In other words, they can only be made of the shape
1xN(1
row, N columns) or
Nx1(N rows, 1 column), where N can be of any size.
At least one horizontal or vertical cell separates between two battleships - there are no adjacent battleships.
Example:
X..X ...X ...X
In the above board there are 2 battleships.
Invalid Example:
...X XXXX ...X
This is an invalid board that you will not receive - as battleships will always have a cell separating between them.
Follow up:
Could you do it in one-pass, using only O(1) extra memory and without modifying the value of the board?
解法一、一种解法是深度优先遍历,用两层循环对所有位置进行遍历,遇到没被访问过的‘X’则军舰数加1,然后从该点开始进行深度优先遍历,将代表该军舰的所有‘X’标记为访问过的状态。
public class Solution {
private int[] di = { -1, 0, 1, 0 }, dj = { 0, -1, 0, 1 };
public int countBattleships(char[][] board) {
int res = 0, height = board.length, width = board[0].length, i, j, m, n;
boolean[][] visited = new boolean[height][width];
for (i = 0; i < height; i++)
for (j = 0; j < width; j++)
visited[i][j] = false;
for (i = 0; i < height; i++)
for (j = 0; j < width; j++) {
if (board[i][j] == 'X' && visited[i][j] == false) {
res++;
DFS(board, visited, i, j, height, width);
}
}
return res;
}
public void DFS(char[][] board, boolean[][] visited, int i, int j,
int h, int w) {
int ii, jj, k;
visited[i][j] = true;
for (k = 0; k < 4; k++) {
ii = i + di[k];
jj = j + dj[k];
if (ii >= 0 && ii < h && jj >= 0 && jj < w && board[ii][jj] == 'X'
&& visited[ii][jj] == false)
DFS(board,visited,ii,jj,h,w);
}
}
}
这道题,我自己是完全没有想到图的方向,也是因为刚开始刷题,对数据结构其实都还没有特别熟悉。
其实这种题目,很明显的有点、线的关系,求不同的战艇数,也就是求图里面的最大连通子图的个数。
解法二、题目进阶要求一次遍历完,并且使用O(1)的空间复杂度,那么就不能像解法一那样再声明一个记录访问标志的二维数组。我们可以通过军舰的起点计算军舰数,所谓起点,就是指一条军舰上最左边的那个‘X’或者最上面的那个‘X’。
public class Solution {
public int countBattleships(char[][] board) {
int res = 0, height = board.length, width = board[0].length, i, j;
for (i = 0; i < height; i++)
a8b6
for (j = 0; j < width; j++) {
if (board[i][j] == '.' || (i > 0 && board[i - 1][j] == 'X')
|| j > 0 && board[i][j - 1] == 'X')
continue;
res++;
}
return res;
}
}
————————————————————————————————————————————
Java里的DFS的一种实现
public class DFSTest {
// 存储节点信息
private char[] vertices;
// 存储边信息(邻接矩阵)
private int[][] arcs;
// 图的节点数
private int vexnum;
// 记录节点是否已被遍历
private boolean[] visited;
// 初始化
public DFSTest(int n) {
vexnum = n;
vertices = new char
;
arcs = new int
;
visited = new boolean
;
for (int i = 0; i < vexnum; i++) {
for (int j = 0; j < vexnum; j++) {
arcs[i][j] = 0;
}
}
}
// 添加边(无向图)
public void addEdge(int i, int j) {
// 边的头尾不能为同一节点
if (i == j)return;
arcs[i][j] = 1;
arcs[j][i] = 1;
}
// 设置节点集
public void setVertices(char[] vertices) {
this.vertices = vertices;
}
// 设置节点访问标记
public void setVisited(boolean[] visited) {
this.visited = visited;
}
// 打印遍历节点
public void visit(int i){
System.out.print(vertices[i] + " ");
}
// 从第i个节点开始深度优先遍历
private void traverse(int i){
// 标记第i个节点已遍历
visited[i] = true;
// 打印当前遍历的节点
visit(i);
// 遍历邻接矩阵中第i个节点的直接联通关系
for(int j=0;j<vexnum;j++){
// 目标节点与当前节点直接联通,并且该节点还没有被访问,递归
if(arcs[i][j]==1 && visited[j]==false){
traverse(j);
}
}
}
// 图的深度优先遍历(递归)
public void DFSTraverse(){
// 初始化节点遍历标记
for (int i = 0; i < vexnum; i++) {
visited[i] = false;
}
// 从没有被遍历的节点开始深度遍历
for(int i=0;i<vexnum;i++){
if(visited[i]==false){
// 若是连通图,只会执行一次
traverse(i);
}
}
}
// 图的深度优先遍历(非递归)
public void DFSTraverse2(){
// 初始化节点遍历标记
for (int i = 0; i < vexnum; i++) {
visited[i] = false;
}
Stack<Integer> s = new Stack<Integer>();
for(int i=0;i<vexnum;i++){
if(!visited[i]){
//连通子图起始节点
s.add(i);
do{
// 出栈
int curr = s.pop();
// 如果该节点还没有被遍历,则遍历该节点并将子节点入栈
if(visited[curr]==false){
// 遍历并打印
visit(curr);
visited[curr] = true;
// 没遍历的子节点入栈
for(int j=vexnum-1; j>=0 ; j-- ){
if(arcs[curr][j]==1 && visited[j]==false){
s.add(j);
}
}
}
}while(!s.isEmpty());
}
}
}
public static void main(String[] args) {
DFSTest g = new DFSTest(9);
char[] vertices = {'A','B','C','D','E','F','G','H','I'};
g.setVertices(vertices);
g.addEdge(0, 1);
g.addEdge(0, 5);
g.addEdge(1, 0);
g.addEdge(1, 2);
g.addEdge(1, 6);
g.addEdge(1, 8);
g.addEdge(2, 1);
g.addEdge(2, 3);
g.addEdge(2, 8);
g.addEdge(3, 2);
g.addEdge(3, 4);
g.addEdge(3, 6);
g.addEdge(3, 7);
g.addEdge(3, 8);
g.addEdge(4, 3);
g.addEdge(4, 5);
g.addEdge(4, 7);
g.addEdge(5, 0);
g.addEdge(5, 4);
g.addEdge(5, 6);
g.addEdge(6, 1);
g.addEdge(6, 3);
g.addEdge(6, 5);
g.addEdge(6, 7);
g.addEdge(7, 3);
g.addEdge(7, 4);
g.addEdge(7, 6);
g.addEdge(8, 1);
g.addEdge(8, 2);
g.addEdge(8, 3);
System.out.print("深度优先遍历(递归):");
g.DFSTraverse();
System.out.println();
System.out.print("深度优先遍历(非递归):");
g.DFSTraverse2();
}
}
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