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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;
        }
    }
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  • 原文地址:https://www.cnblogs.com/lishiblog/p/5836176.html
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