operations management - airline scheduling
TRANSCRIPT
Ideas for today and tomorrow
Airline Scheduling
Prepared byAshish Kumar (72)Avadhesh Shukla (74)Gaurav Sahai (79)Nitish Bardwaj (95)Pranav Mehrotra (99)
We have 3 airports and 4 aircrafts. Cost of hiring each new aircraft is $30000. Revenue from operating on each route is provided to us based on forecasting. We have to find the routes to operate in order to maximize the revenue.
Problem Statement
Flight Number Source Destination Departure Arrival Revenue
1257 Seattle SanFransisco 8:00:00 AM 10:00:00 AM 37000
2576 Seattle Portland 9:30:00 AM 10:30:00 AM 20000
4361 Portland SanFransisco 4:00:00 PM 5:30:00 PM 29000
4299 Portland Seattle 6:00:00 PM 7:00:00 PM 27000
6386 SanFransisco Portland 4:00:00 PM 5:30:00 PM 28000
6923 SanFransisco Seattle 5:00:00 PM 7:00:00 PM 32000
• Maximize the revenue
• In addition to the problem statement we have done following additional things:• 1 Which flights to operate
2 Number of planes to hire3 Number of planes assigned to each airport
Goal and Objective
Starting Position
Seatle San Fransisco
Working of our modelArrival Status
Seatle San Fransisco
Departure Status
Seatle San Fransisco
Final Status (Start + Arrival – Departure)Seatle San
Fransisco
0 1
Number of aircraft are fixed at 4.
Location of 4 aircrafts should be varied to maximize revenue
Decision Variables – Flight to operate (X), Location of aircraft (Y)
Objective Function – Summation (Xi * Ri) (Ri = Revenue from the flight i}
Constraints Number of aircrafts available at any airport, any time can never be
negative. Number of aircrafts can not exceed 4. Aircraft at each airport has to an integer. Operate a flight or not is a binary constraint(0 or 1).
Question 1 Revenue Maximization
Microsoft Excel 97-2003 Worksheet
Number of aircraft can vary
Hiring cost can vary
Location of aircrafts should be varied to maximize revenue
Decision Variables – Flight to operate (X), Location of aircraft (Y), No of Aircraft Available (W)
Objective Function – Summation (Xi * Ri) (Ri = Revenue from the flight i}
Constraints Number of aircrafts available at any airport can never be negative. Aircraft at each airport has to an integer. Operate a flight or not is a binary constraint(0 or 1).
Question 2 Hiring cost and number of aircrafts can vary.
Microsoft Excel 97-2003 Worksheet
Thank You.