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Leetcode Problem 1478. Allocate Mailboxes

1478. Allocate Mailboxes

Leetcode Solutions

Dynamic Programming with Median Mailbox Placement

  1. Sort the houses array to ensure they are in ascending order of their locations.
  2. Precompute the prefix sum array B where B[i] is the sum of the first i houses' locations.
  3. Define a helper function cal(i, j) that calculates the minimum distance for houses from index i to j with one mailbox placed at the median location.
  4. Initialize a DP array dp with high initial values, except dp[0] which should be 0.
  5. Iterate over the number of mailboxes k from 1 to K.
  6. For each k, iterate over the end house index j from k-1 to n-1 (where n is the number of houses).
  7. For each j, iterate over the start house index i from k-2 to j-1.
  8. Update dp[j] with the minimum of its current value and dp[i] + cal(i+1, j).
  9. After all iterations, dp[n-1] will contain the minimum total distance for n houses with K mailboxes.
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Recursive Dynamic Programming with Memoization

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