A company is planning to hire employee on different day-shifts to meet its workload demand. The employees in each day-shift can work for at most five consecutive days and require two days weekly off. For example, if the day-shift for an employee starts on Monday, he/she will have weekly off on Saturday and Sunday, whereas, a day-shift starting on Wednesday will have weekly off on Monday and Tuesday. A day-shift can start on any day of the week (day 1 = Monday, ……, day 7 = Sunday). If cost of each shift is c_1,⋯,c_7 and workload demand for number of people on any given day i in the month is D_i,0≤i≤N (where N is the number of days in the week). Write a Mixed Integer Programming formulation to minimize the total wage cost by the company while ensuring that workload demand is fulfilled.
Operations Research Scientist Interview Questions
76 operations research scientist interview questions shared by candidates
Explain branch & bound, branch & cut, and branch & price. What is their difference?
Economic order quantity, graph Bfs and Dfs algorithms, shortest path algorithms.
Problem formulaiton reduce time complexity
lots of questions around exact methods and local search methods, global search algorithms (GA), math modeling, optimization, etc. Mainly easy questions, but be careful that they look for specific answers they have in mind. Practice mind reading and black magic.
Most questions were related to Optimization from my previous experience i.e. How would you tackle non-linearity? What algorithms are you familiar with?
How to model the sudoku problem
It was a newsvender problem formulated to their inventory setting
Google what they did, what they are doing, and what they plan to do, and think about if there is any research topics related to those. It would help a lot. By the way, even if you are doing optimization, logistics/transportation/supply chain type of research, still, get some ideas about machine learning, data mining, analytics-type of stuff, it would help.
do you have any data analytics experience
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