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; } }