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LeetCode-Paint House II

There are a row of n houses, each house can be painted with one of the k colors. The cost of painting each house with a certain color is different. You have to paint all the houses such that no two adjacent houses have the same color.

The cost of painting each house with a certain color is represented by a n x k cost matrix. For example, costs[0][0] is the cost of painting house 0 with color 0; costs[1][2] is the cost of painting house 1 with color 2, and so on... Find the minimum cost to paint all houses.

Note:
All costs are positive integers.

Follow up:
Could you solve it in O(nk) runtime?

Analysis:

dp[i][j]: the min cost of painting the first i houses with the last house painting color j.

dp[i][j] = max(dp[i-1][l] | l!=j) + costs[i][j];

We only need to maintain the first min cost and the second min cost of the last house.

Solution:

public class Solution {    public int minCostII(int[][] costs) {        if (costs.length == 0 || costs[0].length == 0)            return 0;        int n = costs.length, k = costs[0].length;        int[] dp = new int[k];        int lastMin1 = 0, lastMin2 = 0;        for (int i = 0; i < n; i++) {            int curMin1 = Integer.MAX_VALUE - 1, curMin2 = Integer.MAX_VALUE;            for (int j = 0; j < k; j++) {                dp[j] = ((dp[j] == lastMin1) ? lastMin2 : lastMin1) + costs[i][j];                if (dp[j] <= curMin1) {                    curMin2 = curMin1;                    curMin1 = dp[j];                } else if (dp[j] < curMin2) {                    curMin2 = dp[j];                }            }            lastMin1 = curMin1;            lastMin2 = curMin2;        }        return lastMin1;    }}

 

LeetCode-Paint House II