Parrondo's Paradox is a double shocker. Counter to common intuition, it is possible to mix two losing games into a winning combination. This is a good news. But do not rub your hands just yet. The theory does not apply to casino games. Learning about it all must be its own reward. On the positive side but shaky ground, Sandra Blakeslee reported last year in NY Times that Dr. Sergei Maslov from Brookhaven National Laboratory had shown that if an investor simultaneously shared capital between two losing stock portfolios, capital would increase rather than decrease. (On the downside, as of the time of writing, it was too early to apply his model to the real stock market because of its complexity.)
Since the Paradox has been reported a couple of years ago, many real world and abstract examples has been thought up that make it more palatable. Indeed, monetary rewards apart, a combination of negative trends may lead to a positive outcome.
Brooke Buckley, an undergraduate student from Eastern Kentucky University, in her honors thesis that it's a well known fact in agriculture, "that both sparrows and insects can eat all the crops. However, by having a combination of sparrows and insects, a healthy crop is harvested."
In the above mentioned article, Sandra Blakeslee quotes Dr. Derek Abbott from Adelaide University who saw in public attitude towards the Monica Lewinsky affair a manifestation of a similar phenomenon. "President Clinton, who at first denied having a sexual affair with Monica S. Lewinsky saw his popularity rise when he admitted that he had lied. The added scandal created more good for Mr. Clinton."
As every one knows, Mr. Clinton was less lucky in his quest for the Nobel Prize, although, in 1993, he helped sponsor the Nobel Prize for Peace for Yassar Arafat - an archterrorist and a pathological liar. The paradox did work for the latter.
In the insightful paper by Shalosh B. Ekhad and Doron Zeilberger (at the time at Temple University), the authors make a point that the order of the intermingling activities may be of real importance. Although they mostly apply their theory to mundane situations, like walking, driving and flying, we may use their observation with the aforementioned cases. For example, lying publicly first (e.g., during the election campaigns) and then having an extramarital affair did not gain Mr. Clinton any points with the public.
But what is Parrondo's Paradox? There are several writeups available on the Web including the original article by Derek Abbott and Greg Harmer in Nature magazine (vol. 402, 23/30 Dec 1999, p 864). The magazine charges an outrageous amount of $7 for a 1 page brief communication that is available any way (along with many other papers) at Greg's site.
Of the two losing games -- A and B -- the first one is simple, the other one is complicated. In simple game A, one wins or loses $1 with probabilities p and 1-p, respectively. Game B is itself a combination of two games, say B1 and B2, both being as simple as game A. In game B1 probability of winning $1 is p1, in B2 it's p2. In B, game B1 is played if the current capital is a multiple of an integer
The catch here is that, in order for the paradox to occur, all three games A, B1, and B2 can't be losing. A typical assignment of probabilities would be
(As in the original paper by D. Abbott and G. Harmer, in the applet below, games A, B1, B2 are won with probabilities
Games A and B may be combined in many different ways. They can be combined randomly with a prescribed probability of selecting, say A. Or, their selection may follow a periodic pattern, like AABB, which means deterministicly playing two A games, followed by two B games, followed by two A's, and so on. The applet allows one to define up to 7 combinations (9 is the number of distinct colors that I clearly recognize as different in my browser. Games A and B take up two of the colors.) Just type the strings of A's and B's or real numbers (for probabilities) separated by space in the edit control at the bottom of the applet. Each trial consists of a specified number of games (100, originally), and you can also specify the number of trials (500, originally).
It was observed that the period ABBAB is by far the best strategy for
(The article is an adaptation of a June 2001 MAA Online column available at http://www.cut-the-knot.org/ctk/Parrondo.shtml.)
Dr. Alexander Bogomolny is a former associate professor of mathematics at the University of Iowa and currently a developer of an award winning site Interactive Mathematics Miscellany and Puzzles available at http://www.cut-the-knot.org. The site is an encyclopedic collection of K12 math articles, problems, puzzles, computer magic, illusions and much more. More than 800 interactive Java applets enliven the discussions and help foster students' desire for problem solving.