Geeks面试题：Min Cost Path

 

Min Cost Path

 

Given a cost matrix cost[][] and a position (m, n) in cost[][], write a function that returns cost of minimum cost path to reach (m, n) from (0, 0). Each cell of the matrix represents a cost to traverse through that cell. Total cost of a path to reach (m, n) is sum of all the costs on that path (including both source and destination). You can only traverse down, right and diagonally lower cells from a given cell, i.e., from a given cell (i, j), cells (i+1, j), (i, j+1) and (i+1, j+1) can be traversed. You may assume that all costs are positive integers.

For example, in the following figure, what is the minimum cost path to (2, 2)?

The path with minimum cost is highlighted in the following figure. The path is (0, 0) –> (0, 1) –> (1, 2) –> (2, 2). The cost of the path is 8 (1 + 2 + 2 + 3).

http://www.geeksforgeeks.org/dynamic-programming-set-6-min-cost-path/

 

下面是递归法和动态规划法的C++程序：

 

int minCostPath(vector<vector<int>> &cost, int m, int n)
{
	if (n < 0 || m < 0) return INT_MAX;
	else if (m == 0 && n == 0) return cost[m][n];
	else return cost[m][n] + min(minCostPath(cost, m-1, n-1),
		min(minCostPath(cost, m-1, n), minCostPath(cost, m, n-1)));
}

int minCostPathDP(vector<vector<int> > &cost)
{
	int row = cost.size();
	if (row < 1) return 0;
	int col = cost[0].size();

	vector<vector<int> > ta(2, vector<int>(col));
	bool flag = false;
	ta[!flag][0] = cost[0][0];
	for (int i = 1; i < col; i++)
	{
		ta[!flag][i] = ta[!flag][i-1] + cost[0][i];
	}

	for (int i = 1; i < row; i++)
	{
		ta[flag][0] = ta[!flag][0] + cost[i][0];
		for (int j = 1; j < col; j++)
		{
			ta[flag][j] = min(min(ta[!flag][j],ta[flag][j-1]),
				ta[!flag][j-1]) + cost[i][j];
		}
		flag = !flag;
	}
	return ta[!flag][col-1];
}