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Any ideas for this question?
By lecxe, 12 months ago, In English

Question:

A boat can carry at max a weight of W.

There are N people, with weight w_i.

Once the boat crosses the river it never returns.

We have to tell the no. of different groupings possible of people

Solve for T testcases

Input:

T 
N W
w_1, w_2, ... w_N

1 <= T <= 100
1 <= N <= 30
1 <= w_i, W <= 2 * 1e9

NOTE: not choosing any person and just passing the boat is also valid.

Sample:

Can someone please help. Thank you

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12 months ago, # |
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Since N is very low, try backtracting, For each person there will be 2 possibilities, either he will be on board or he will not.

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12 months ago, # |
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You can also use backtracking, for each no from 1 to 2^n, the setbits will represent the persons on the boat

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    12 months ago, # ^ |
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    No, 2^30 is big number (1073741824) Also there are testcases (*100). This problem looks like DP + Math.

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      12 months ago, # ^ |
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      Hmmm, since N is 30 only , can we implement dp using maps like

      m[{i,j}] will represent total no of combination we can make of j total weight till ith index from left?

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        12 months ago, # ^ |
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        Still doesn't work since if the people have weights $$$1, 2, 4, 8,\dots, 2^{29}$$$, all possibe sums below $$$2^{30}$$$ are possible and we would have $$$O(2^{30})$$$ dp states which is too slow.

        The problem can be solved using the meet-in-the-middle technique.

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12 months ago, # |
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Meet in the middle

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    12 months ago, # ^ |
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    Yeah, seems like $$$O(2^{\frac n2}\cdot n\cdot T)$$$

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12 months ago, # |
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What is the limit of W?

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    12 months ago, # ^ |
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    Yeah sorry, forgot to add earlier. 

    1 <= w_i, W <= 2*1e9
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