1105. Filling Bookcase Shelves

1105. Filling Bookcase Shelves

Medium

You are given an array books where books[i] = [thicknessi, heighti] indicates the thickness and height of the ith book. You are also given an integer shelfWidth.

We want to place these books in order onto bookcase shelves that have a total width shelfWidth.

We choose some of the books to place on this shelf such that the sum of their thickness is less than or equal to shelfWidth, then build another level of the shelf of the bookcase so that the total height of the bookcase has increased by the maximum height of the books we just put down. We repeat this process until there are no more books to place.

Note that at each step of the above process, the order of the books we place is the same order as the given sequence of books.

• For example, if we have an ordered list of 5 books, we might place the first and second book onto the first shelf, the third book on the second shelf, and the fourth and fifth book on the last shelf.

Return the minimum possible height that the total bookshelf can be after placing shelves in this manner.

Example 1:

• Input: books = [[1,1],[2,3],[2,3],[1,1],[1,1],[1,1],[1,2]], shelfWidth = 4
• Output: 6
• Explanation:
  • The sum of the heights of the 3 shelves is 1 + 3 + 2 = 6.
  • Notice that book number 2 does not have to be on the first shelf.

Example 2:

• Input: books = [[1,3],[2,4],[3,2]], shelfWidth = 6
• Output: 4

Constraints:

• 1 <= books.length <= 1000.
• 1 <= thicknessi <= shelfWidth <= 1000
• 1 <= heighti <= 1000

Hint:

1. Use dynamic programming: dp(i) will be the answer to the problem for books[i:].

Solution:

To solve this problem, we can follow these steps:

1. Initialization: Initialize a dp array where dp[0] = 0 (no books, no height).
2. Dynamic Programming Transition: For each book i, try to place it on the current shelf or start a new shelf. Update dp[i] with the minimum possible height after placing book i.
3. Iterate through books: For each book, check all possible ways to place it on the current shelf considering the shelfWidth. Update the dp array accordingly.

Let's implement this solution in PHP: 1105. Filling Bookcase Shelves

<?php
// Example usage:
$books = [[1,1],[2,3],[2,3],[1,1],[1,1],[1,1],[1,2]];
$shelfWidth = 4;
echo minHeightShelves($books, $shelfWidth); // Output: 6

$books = [[1,3],[2,4],[3,2]];
$shelfWidth = 6;
echo minHeightShelves($books, $shelfWidth); // Output: 4

?>

Explanation:

1. Initialization: We initialize the dp array where dp[0] = 0, meaning if there are no books, the height is 0.
2. Iterate through books: We iterate through each book i from 1 to n (total number of books).
3. Check possible shelf placements: For each book i, we iterate backward to check all possible placements of books on the current shelf, ensuring the total width does not exceed shelfWidth.
4. Update dp: We update dp[i] with the minimum height by comparing the current value of dp[i] and the height of the new shelf configuration (dp[j-1] + height).

This solution effectively uses dynamic programming to keep track of the minimum possible height of the bookshelf as books are placed, ensuring the constraints are respected.

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