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| Subject:
Game Theory in Practice
Category: Business and Money Asked by: lfobarri-ga List Price: $50.00 |
Posted:
28 Oct 2002 19:38 PST
Expires: 02 Nov 2002 05:05 PST Question ID: 91599 |
How can companies use Game Theory IN PRACTICE to be more competitive? Can you give real examples? Two critics people make about Game Theory are that: 1) it is too complex to be used in practice and 2) people dont behave rationally. So, how and when a company will use the concepts in real life? Most schools teach math models and economics theory only. But how a company will use that in decision making process and to be competitive? |
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| There is no answer at this time. |
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| Subject:
Re: Game Theory in Practice
From: shimmy-ga on 28 Oct 2002 19:49 PST |
Scientific American had a great article on game theory a while ago...you may want to try searching on their site for it. |
| Subject:
Re: Game Theory in Practice
From: arindamchaks-ga on 28 Oct 2002 20:15 PST |
Hi, I believe a lot of companies already use game theory in practice. Here is an example: PRICE MATCHING. Imagine that A and B are selling the same product. There are 100 customers. A and B can both price high or price low. If A prices high and B prices low then B gets all the customers and vice versa. If both companies price high, then they would both split (high) profits equally, and if they both price low then they would both split (lower) profits equally. However, neither company knows what the other will do, when it makes its own decision. If A prices high and then finds that B has priced low then A is in trouble. So it is the dominant strategy (safe thing to do) to price low. If A prices low then whatever B does, A will not get left in the lurch with no customers at all. Thus, both companies are forced to price low and get lower profits. This is an example of the PRISONERS' DILEMMA. But there is a way for the companies to get out of this dilemma. That uses PRICE MATCHING. A says that it will match B's price. And then A is sure that it will get customers even if A charges high and B charges low, because the customers will simply buy from A at B's (lower) price. So now A can price its product high, without worrying about B's price. The same argument applies to B as well. Both companies now charge high and equally split (higher) profits. They have broken out of the prisoners' dilemma. Thanks, Arindam Chakrabarti |
| Subject:
Re: Game Theory in Practice
From: jcg-ga on 28 Oct 2002 22:56 PST |
I was GM for a service-based company from 1997 to 2002 (not high tech). Highly specialized employees required. Prior to ultra low unemployment rates in 2000, already difficult to find adequate numbers of such individuals because 1) no formal university program as yet available to generate fresh blood and 2) geographic locale had high cost of living and qualified individuals became less and less willing to move to this more expensive locale. Local competition for such individuals was extremely fierce, with hundreds of companies needing the same types of employees. Three major shifts occured in response to market pressures: 1) salaries spiraled upwards, 2) companies had no source of new head count other than to steal from the next guy down the street, and 3) all companies were forced to use some "bottom of the barrel" people. Partial solution came from Game Theory. I worked with 7 key players (companies) in the area to 1) agree to not steal from one another and 2) cap salaries for certain key jobs, already out of control. |
| Subject:
Re: Game Theory in Practice
From: dannidin-ga on 29 Oct 2002 03:17 PST |
Most companies - and indeed people, organizations, governments etc. - use game theory all the time without even being aware of it. Here's an example: a soccer player doing a penalty kick will tend to aim about 50% of his kicks to the left side of the goal and 50% to the right side. This is not because he studied game theory and knows that this is his maximin strategy, but because he understands intuitively that if he concentrates most of his kicks on one side of the goal, the goalkeeper can take advantage of this to increase his chances of stopping the ball. Other examples are stated in the comments above. What I'm trying to say is that game theory is more a theory that helps us understand broadly why people/companies behave the way they do, rather than some kind of computational tool with which we can somehow calculate optimal strategies. Real life problems are usually too complex and include too many unknown variables to actually model using game theory. But by making highly simplified models, we can use game theory to gain some insight about what will happen in the real-life situation. With that said, I have read that game theory was used by governments to model situations of conflict such as during the cold war. Certainly that was one of the historical driving forces behind the development of game theory, I don't have a good reference but if you look into the biographies of people such as John von Neumann, the founder of game theory, you will find ample evidence to that effect. Regards, dannidin |
| Subject:
Re: Game Theory in Practice
From: fluttervertigo-ga on 29 Oct 2002 16:29 PST |
When I was in college (early 80s), several courses were practical in dealing with areas which may provide information guiding you in a direction without providing a complete answer: microeconomics, modeling & simulation. In the area of oligopolies (a small number of competitive companies in the same industry; remembering they are competitive so they cannot be a cartel and if there were any more than a handful, they could not be an oligopoly). I didn't get onto the 'net until '86 or '87, so we had to rely upon creating our own algorithms long-hand - so I know they do exist. Anyway, it *is* possible to determine the effect of a company altering their price, how long it will take for the other companies belonging to the oligopoly to react, how much they'll change their price, etc. You cannot determine which company it is because at times, they're all equal companies until their actions differentiate them. |
| Subject:
Re: Game Theory in Practice
From: claudietta-ga on 30 Oct 2002 21:02 PST |
Lfobarri, I absolutely agree with everyone. Game theory is already used by many companies. The theory is passed into practice via business schools, which many tools and models (especially in competitive strategy) taught are based (in part) on game theory. Also consultancies such as McKinsey base at least some practice in these theories. Claudietta |
| Subject:
Re: Game Theory in Practice
From: journalist-ga on 31 Oct 2002 20:28 PST |
An interesting review of a publication on game theory and practice in business is available at http://www.alumni.hbs.edu/bulletin/1997/october/theory.html In an article reviewing "Games Businesses Play" by Pankaj Ghemawat,it reads in part "Whether or not game theory has applications for business strategy remains unclear - to date, empirical studies have been too limited to yield any definitive conclusions. In Games Businesses Play: Cases and Modules, HBS professor Pankaj Ghemawat addresses this knowledge gap, using detailed, longitudinal analyses of competitive interaction to explore the uses and limits of game theory as a tool for students of business strategy." I would have liked to answer your question, but the resources for the examples you seek don't seem to be present for referencing on the Internet. |
| Subject:
Re: Game Theory in Practice
From: barryn56-ga on 01 Nov 2002 02:57 PST |
You should search out old books ('60s) on "Operations Research" - the
"old" name for game theory applied to business. One I had gave many
practical examples of how it was applied to diverse industries,
including - from memory - whaling (where it showed there were two
minima in the fishing stock curve) and airline flying (which led to
the solution of flying more planes safely in crowded airspace). I
found it a fascinating subject. There are many internet sites on OR. |
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