Wednesday, September 30, 2009

Optimization optimization everywhere: an IT and OM bonanza

I am back in India. I still have a bunch of general observations from my trip, but I think I should focus on some management observations for a change!

Today, I will write about how one of the world's leading airlines became that way - by optimizing EVERYTHING. This airline (which I will not name) has spent a lot of time and effort and money to create, buy and customize software to mathematically optimize every aspect of its business.

When we were studying to be engineers, we would hear about the legendary Narendra Karmarkar and the Karmarkar's algorithm, which could solve very large linear programming problems that were till then practically unsolvable. Karmarkar used to work at the famous AT&T Bell Labs. They would charge airlines a lot of money for letting them run their flight scheduling problems on Karmarkar's algorithm.

But it's not just flights and planes that need scheduling, but also crews, food services, fuel services, maintenance operations and so on. The more of these things you can optimize, the better off you are.

At the airline I mentioned, crew scheduling is now so sophisticated that the crew members can even give their personal preferences and these are taken into account! "We want our crew members to be always smiling, and perhaps our optimization can help in that", a Vice President of IT at the airline told me.

Then there is revenue management optimization, where you price the ticket differently depending on whether it is a one-way or a round-trip, the number of days in the trip, whether the trip includes a weekend, when the ticket is bought, the amount that is refunded if the ticket is canceled, and so on. You want to make as much money as possible from each passenger but not annoy him or her! By doing a better job of optimizing this pricing, you can make or lose a lot of money.

This sort of opportunity is going to be very much needed in India. While industry was booming, everyone focused on growth at any cost. Now that the limits to growth have been demonstrated, we are going to see a lot more focus on squeezing the most out of current operations.

The IT and OM students can surely capitalize on this!


[Photo by Boeing - www.boeing.co.in]