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.
Example:
Input: [[1,5,3],[2,9,4]] Output: 5 Explanation: Paint house 0 into color 0, paint house 1 into color 2. Minimum cost: 1 + 4 = 5; Or paint house 0 into color 2, paint house 1 into color 0. Minimum cost: 3 + 2 = 5.
Follow up:
Could you solve it in O(nk) runtime?
DP
每次记录之前一行,最小的value和index,以及 secondMinimum value;
class Solution { public: int minCostII(vector<vector<int>>& costs) { int n = costs.size(); if(n==0) return 0; int k = costs[0].size(); int minVal = 0, minIndex=0; int min2Val = 0; // no need to record its index for(auto & cost : costs){ int newMinVal = INT_MAX-1, newMinIndex=0; int newMin2Val = INT_MAX; for(int i =0;i<k;i++){ cost[i] += (i != minIndex ? minVal : min2Val); if(cost[i] < newMin2Val){ newMin2Val = cost[i]; } if(cost[i] < newMinVal){ newMin2Val = newMinVal; newMinVal = cost[i]; newMinIndex = i; } } minVal = newMinVal; minIndex = newMinIndex; min2Val = newMin2Val; } return minVal; } };
不用单独把 第0行单独计算(只需要把minValue = 0 即可)
Mistakes:
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