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Minimum Penalty For A Shop - Leetcode Solution
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LeetCode: Minimum Penalty For A Shop Leetcode Solution
Difficulty: Medium
Topics: string prefix-sum
Problem:
You are working in a shop which has a number of customers. Each customer is holding a list of items they want to buy from the shop. The list consists of N items.
You are responsible for prioritizing and packing the orders of these customers. The shop operates as follows:
- All customers place their orders at the beginning of the day.
- You then arrange the orders of all the customers in the order in which they arrived at the shop.
- For each customer, you process their order from their list of items, one by one in the order in which they appear in the list.
- Each customer has a penalty associated with each item in their list. This penalty is a non-negative integer value.
- The penalty for a customer's entire order is the maximum penalty for any item in their list.
- You must pack each customer's order as soon as it is completed.
- The shop closes at the end of the day, and any remaining orders will not be processed.
Your task is to arrange the orders of the customers in such a way that the total penalty for all customers is minimized.
Write a function to calculate the minimum penalty for the shop.
Input: The first line of input contains the integer N (1 ≤ N ≤ 1000) indicating the number of items. The second line contains a list of N integers A1 to AN (1 ≤ Ai ≤ 104), indicating the order in which the customers arrived at the shop. The remaining N lines each contain a list of N integers Bi,1 to Bi,N (0 ≤ Bi,j ≤ 104), where Bi,j indicates the penalty for the j-th item in the i-th customer's order.
Output: Output a single integer, the minimum total penalty for the shop for the given order of customers.
Example: Input: 3 1 3 2 1 3 4 2 2 2 3 2 1 4 3 5 Output: 5
Explanation: The customer arriving first (customer 1) has an order with penalties 4, 3, and 1 The customer arriving second (customer 3) has an order with penalties 2, 2, and 2 The customer arriving third (customer 2) has an order with penalties 3,4, and 5
If we process the orders in the order that they arrive, total penalty will be 4 (for customer 1) + 2 (for customer 3) + 5 (for customer 2) = 11 If we process the orders in the order (1,2,3), total penalty will be 4 (for customer 1) + 2 (for customer 3) + 2 (for customer 2) = 8 If we process the orders in the order (1,3,2), total penalty will be 4 (for customer 1) + 2 (for customer 3) + 5 (for customer 2) = 11 If we process the orders in the order (2,1,3), total penalty will be 5 (for customer 1) + 2 (for customer 3) + 5 (for customer 2) = 12 If we process the orders in the order (2,3,1), total penalty will be 5 (for customer 1) + 2 (for customer 3) + 5 (for customer 2) = 12 If we process the orders in the order (3,1,2), total penalty will be 4 (for customer 1) + 3 (for customer 3) + 5 (for customer 2) = 12 If we process the orders in the order (3,2,1), total penalty will be 5 (for customer 1) + 3 (for customer 3) + 5 (for customer 2) = 13
So, the minimum penalty will be 8.
Minimum Penalty For A Shop Solution Code
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