Oracle Interview Question for Software Engineer / Developers


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0
of 0 vote

This is the classical unbounded knapsack problem.

O(N^2) time O(N) space.

int knapsack(int length, const vector<int>& V, const vector<int>& L)
{
	vector<int> M(length+1,0);
	for(int len=1; len<=length; len++) {
		for(int j=0; j<L.size(); j++) {
			if( L[j] <= len ) 
				M[len] = max(M[len], M[len-L[j]] + V[j]);
		}
	}
	return M[length];
}

- mombasa February 16, 2014 | Flag Reply
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0
of 0 vote

array v is the values of rods with length as index i.e. v[2] is the value of rod of length 2.
b is the array of max benefit of rod of length as index. b[2] is the maximum benifit we can get from rod of length 2.

// int[] v = {1,5,8,9}; // Array of values for each size
// int[] b = new int[val.length];
b[0] will be 0 as there is no value for no rod. b[1] is v[1] as we can not have any more combinations.

public int getMaxBenifit(int n) {
	int sum = 0;
	int val = 0;
	b[0] = 0;
	b[1] = v[1];
	for(int k = 2; k<n; k++)
	{
		for(int i = i; i <= k ; i++) {
			val = v[i] + b[k-i];
			if(val > sum)
				sum = val;
		}
		b[k] = sum;
	}
}

- Vamsi Krishna M March 18, 2014 | Flag Reply
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-1
of 1 vote

space complexity = O ( N )
running complexity = O ( N^2 )

public static int rod_cutting(int V[], int N){
		int B[] = new int[N+1];
		B[0] = 0;
		
		for(int i = 1; i <= N ; i++){
			int max =  V[i];
			for(int j = 1; j < i; j++){
				int current = V[j] + B[i-j];
				max = Math.max(max,current);
			}
			B[i] = max;
		}
	return B[N];		
	}

- .·´¯`·.´¯`·.¸¸.·´¯`·.¸><(((º> February 16, 2014 | Flag Reply
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0
of 0 votes

Instead of the line

int current = V[j] + B[i-j];

shouldn't we use

int current = B[j] + B[i-j];

This way you get the maximum also for length j?

- EyalHe February 16, 2014 | Flag
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0
of 0 votes

both works.

- .·´¯`·.´¯`·.¸¸.·´¯`·.¸><(((º> February 16, 2014 | Flag
Comment hidden because of low score. Click to expand.
0
of 0 votes

Here is an example with Memorization:

public static void main(String [] args)
	{
		int V [] = {0,1,5,8,9,10,17,17,20,24,30};
		for(int i = 0; i < 10; i++){
			rod_cutting(V,i);
		}
		
	}
public static void rod_cutting(int V[], int N){
		int B[] = new int[N+1];
		String path []= new String[N+1];
		B[0] = 0;
		
		for(int i = 1; i <= N ; i++){
			int max =  V[i];
			path[i] = i + "ps ($" +V[i] +")";
			for(int j = 1; j < i; j++){
				int current = V[j] + B[i-j];
				if(current > max){
					max = current;
					path[i] = j + "ps ($"+V[j]+")  + " + (i-j) + "ps ($"+(B[i-j])+")";
				}
			}
			B[i] = max;
		}
		System.out.println(path[N] + " = $" + B[N]);		
	}

Output:

null = $0
1ps ($1) = $1
2ps ($5) = $5
3ps ($8) = $8
2ps ($5)  + 2ps ($5) = $10
2ps ($5)  + 3ps ($8) = $13
6ps ($17) = $17
1ps ($1)  + 6ps ($17) = $18
2ps ($5)  + 6ps ($17) = $22
3ps ($8)  + 6ps ($17) = $25

- .·´¯`·.´¯`·.¸¸.·´¯`·.¸><(((º> February 16, 2014 | Flag
Comment hidden because of low score. Click to expand.
1
of 1 vote

Your solution wouldn't work if N is greater than the size of V[]. E.g., when the total length of the steel rod is 100.

int max =  V[i];   // this is invalid when N is greater than the size of V[]

- mombasa February 16, 2014 | Flag


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