Created
January 7, 2020 09:26
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class KnapSackProblem { | |
int[] vals; | |
int[] weights; | |
KnapSackProblem(int[] v, int[] w) { vals = v; weights = w; } | |
public int solve_naive(int W) { | |
return solve_recnaive(vals.length - 1, W); | |
} | |
private int solve_recnaive(int i, int W) { | |
if(i < 0) | |
return 0; | |
else if(weights[i] > W) | |
return solve_recnaive(i-1, W); | |
else | |
return Math.max(vals[i] + solve_recnaive(i-1, W - weights[i]), solve_recnaive(i-1, W)); | |
} | |
public int solve_DP(int W) { | |
int[][] r = new int[vals.length][W + 1]; | |
for (int i=0; i < vals.length; i++) { | |
for(int w=0; w <= W; w++) { | |
if(i == 0) { | |
if (weights[i] > w) | |
r[i][w] = 0; | |
else | |
r[i][w] = vals[i]; | |
} | |
else if (weights[i] > w) | |
r[i][w] = r[i-1][w]; | |
else | |
r[i][w] = Math.max(vals[i] + r[i-1][w - weights[i]], r[i-1][w]); | |
} | |
} | |
int w = W; | |
int i = vals.length-1; | |
while (w > 0 && i >=0) { | |
if ((i == 0 && weights[0] <= w) || (i> 0 && r[i][w] != r[i-1][w])) { | |
System.out.println("Knapsack contains item " + (i) + " (val=" + vals[i] + ", w=" + weights[i] + ")"); | |
w -= weights[i]; | |
} | |
i--; | |
} | |
System.out.println("Weight of knapsack is " + (W - w)); | |
return r[vals.length-1][W]; | |
} | |
} | |
public class KnapSack { | |
public static void main(String[] args) { | |
int cap = 11; | |
KnapSackProblem p = new KnapSackProblem(new int[] {20, 5, 10, 40, 15, 25}, new int[] {1, 2, 3, 8, 7, 4}); | |
System.out.println("(naive) Total is " + p.solve_naive(cap)); | |
System.out.println("Total is " + p.solve_DP(cap)); | |
} | |
} |
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