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maximumProductSubarray.cpp
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maximumProductSubarray.cpp
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// Source : https://oj.leetcode.com/problems/maximum-product-subarray/
// Author : Hao Chen
// Date : 2014-10-09
/**********************************************************************************
*
* Find the contiguous subarray within an array (containing at least one number)
* which has the largest product.
*
* For example, given the array [2,3,-2,4],
* the contiguous subarray [2,3] has the largest product = 6.
*
* More examples:
*
* Input: arr[] = {6, -3, -10, 0, 2}
* Output: 180 // The subarray is {6, -3, -10}
*
* Input: arr[] = {-1, -3, -10, 0, 60}
* Output: 60 // The subarray is {60}
*
* Input: arr[] = {-2, -3, 0, -2, -40}
* Output: 80 // The subarray is {-2, -40}
*
**********************************************************************************/
#include <iostream>
#include <algorithm>
using namespace std;
// The idea is similar with "Find the subarray wich has the largest sum"
// (See: http://en.wikipedia.org/wiki/Maximum_subarray_problem)
//
// The only thing to note here is, maximum product can also be obtained by minimum (negative) product
// ending with the previous element multiplied by this element. For example, in array {12, 2, -3, -5, -6, -2},
// when we are at element -2, the maximum product is multiplication of, minimum product ending with -6 and -2.
//
int maxProduct(int A[], int n) {
// To remember the max/min product for previous position
int maxPrev = A[0], minPrev = A[0];
// To remember the max/min product for current position
int maxHere = A[0], minHere = A[0];
// Overall maximum product
int maxProd = A[0];
for (int i=1; i<n; i++){
//max( maxPrev * A[i], minPrev * A[i], A[i] )
maxHere = max( max( maxPrev * A[i], minPrev * A[i] ), A[i] );
//min( maxPrev * A[i], minPrev * A[i], A[i] )
minHere = min( min( maxPrev * A[i], minPrev * A[i] ), A[i] );
//Keep tracking the overall maximum product
maxProd = max(maxHere, maxProd);
//Shift the current max/min product to previous variables
maxPrev = maxHere;
minPrev = minHere;
}
return maxProd;
}
#define TEST(a) cout << maxProduct( a, sizeof(a)/sizeof(int)) << endl
int main()
{
int o[] = {2,3,-2,4};
TEST(o);
int a[] = {-4,-3};
TEST(a);
int b[] = {-1, -1};
TEST(b);
int c[] = {-1, 0, -2};
TEST(c);
}