Mathworks数据相关面经_Mathworks数据相关面试真题及高频题

1.Maximizing Customer Satisfaction for Item Purchases

2.Probability of Toy Production

3.Work Payment Distribution

4.Household Items Ownership

5.Probability of Shared Birthdays

6.Count of Numbers Divisible by 3 or 4

7.Number of Students Not Enrolled in Any Class

8.Probability of a Blue Ball Being from Bag A

9.Probability of Drawing Two Kings from a Deck of Cards

10.Probability of Drawing a White Ball Second

11.Maximum Number of Families in a Town

12.Probability for Ball Selection

13.Four-Digit Numbers Divisible by 11

14.Probability of Ant Walking on a Pentagon

15.Maximum Votes

16.Sum of Odd Factors

17.Travel is Fun

18.Custom-Sorted Array

19.Decimal to Binary Conversion and Position of 1s

20.Minimum Swaps to Group All 1's Together

1. Maximizing Customer Satisfaction for Item Purchases

You have a store with n items of type i, and there are m customers in line to buy these items. Each customer will buy exactly one item of any type. Given an integer n, the size of the array quantity, and m, the number of customers, determine how to maximize customer satisfaction based on the available quantity of each item type.

2. Probability of Toy Production

A toy factory has two machines. Machine 1 has a 70% probability of producing a toy, and Machine 2 has a 30% probability. If Machine 1 produces a toy, there is a 70% chance it will be a doll. If Machine 2 produces a toy, there is a 90% chance it will be a doll. Given that a toy produced is a doll, what is the probability that it was produced by Machine 2?

3. Work Payment Distribution

If one person can complete a task in 9 days, another in 6 days, and a third in 14 days, and they are paid a total of 4400, how much does the first person earn?

4. Household Items Ownership

If 60 households have a TV, 85 have a scooter, 70 have a refrigerator, and 130 households have exactly one of these items, how many households are there in total?

5. Probability of Shared Birthdays

What is the probability that, in a group of 400 people, at least two people share the same birthday?