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Copy pathBomb Enemy.java
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122 lines (102 loc) · 3.75 KB
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1517296407
tags: DP, Coordinate DP
2D grid, 每个格子里面可能是 'W' wall, 'E' enemy, 或者是 '0' empty.
一个bomb可以往4个方向炸. 求在grid上面, 最大能炸掉多少个敌人.
#### Corrdinate DP
- Space, Time: O(MN)
- dp[i][j] 就是(i, j)上最多能炸掉的enemy数量
- dp[i][j] 需要从4个方向加起来, 也就是4个方向都要走一遍, 所以分割成 UP/Down/Left/Right 4个 int[][]
- 最后一步的时候求max
- 分方向考虑的方法很容易想到,但是四个方向移动的代码比较繁琐.
- 往上炸: 要从顶向下考虑
- 往下炸: 要从下向上考虑
- 熟练写2D array index 的变换.
似乎还有一个更简洁的方法, 用col count array: http://www.cnblogs.com/grandyang/p/5599289.html
```
/*
Given a 2D grid, each cell is either a wall 'W', an enemy 'E' or empty '0' (the number zero),
return the maximum enemies you can kill using one bomb.
The bomb kills all the enemies in the same row and column from the planted point
until it hits the wall since the wall is too strong to be destroyed.
Note that you can only put the bomb at an empty cell.
Example:
For the given grid
0 E 0 0
E 0 W E
0 E 0 0
return 3. (Placing a bomb at (1,1) kills 3 enemies)
*/
/*
Thoughts:
It goes off towards 4 difference directions: UP/DOWN/LEFT/RIGHT
Normally: we could traverse the 2D map, use each point to go 4 directions: O(MN*(M+N)) ~ O(MN^2) or O(NM^2)
Need to optimize: standing on any point, the 4 directions are likely to be calculated in earlier time.
Consider UP case:
up[i][j]: the # of bombed enemy at (i,j) can be:
1. up[i-1][j], if grid[i-1][j]== '0'
2. up[i-1][j] + 1 if grid[i-1][j]== 'E'
3. 0, if grid[i-1][j]== 'W'
We'll sum up UP/DOWN/LEFT/RIGHT at the end. During initialize of the 4 directions, ignore 'W'.
dp[i][j] = UP[i][j] + DOWN[i][j] + LEFT[i][j] + RIGHT[i][j].
*/
class Solution {
public int maxKilledEnemies(char[][] grid) {
if (grid == null || grid.length == 0 || grid[0].length == 0) {
return 0;
}
int m = grid.length;
int n = grid[0].length;
int[][] up = new int[m][n];
int[][] down = new int[m][n];
int[][] left = new int[m][n];
int[][] right = new int[m][n];
// UP
for (int i = 0; i < m; i++) {
for (int j = 0; j < n; j++) {
if (grid[i][j] != 'W') {
up[i][j] = grid[i][j] == 'E' ? 1 : 0;
up[i][j] += i - 1 >= 0 ? up[i - 1][j] : 0;
}
}
}
// DOWN
for (int i = m - 1; i >= 0; i--) {
for (int j = 0; j < n; j++) {
if (grid[i][j] != 'W') {
down[i][j] = grid[i][j] == 'E' ? 1 : 0;
down[i][j] += i + 1 < m ? down[i + 1][j] : 0;
}
}
}
// LEFT
for (int i = 0; i < m; i++) {
for (int j = 0; j < n; j++) {
if (grid[i][j] != 'W') {
left[i][j] = grid[i][j] == 'E' ? 1 : 0;
left[i][j] += j - 1 >= 0 ? left[i][j - 1] : 0;
}
}
}
// RIGHT
for (int i = 0; i < m; i++) {
for (int j = n - 1; j >= 0; j--) {
if (grid[i][j] != 'W') {
right[i][j] = grid[i][j] == 'E' ? 1 : 0;
right[i][j] += j + 1 < n ? right[i][j + 1] : 0;
}
}
}
// DP
int max = 0;
for (int i = 0; i < m; i++) {
for (int j = 0; j < n; j++) {
if (grid[i][j] == '0') {
max = Math.max(max, up[i][j] + down[i][j] + left[i][j] + right[i][j]);
}
}
}
return max;
}
}
```