Relationships and Prisoner’s Dilemma

So I ws thinking about this car analogy for relationships. I was thinking about how when you start your car, you will need to drive in first gear, with full engine power, slowly releasing the clutch, using a lot of fuel. However, after you have gathered certain speed, it is wasteful and unstable to go on in first gear. It is time for you to take your foot off the gas pedal, hold down the clutch and change gears, and shift the car to lower engine power.

I think it is similar with romantic relationships. Once you’ve reached a certain level and gotten past the initial phase, it is wasteful to continue in the same full throttle. Once both of you understand that the other is firmly in the basket, there is no need to waste much time just assuring and reassuring each other of the other’s presence. It is simply a wastage of fuel. Also, if there is too much torque at too much speed, there is a good chance that the car will spin out of control, so that needs to be avoided.

A relationship is like a car with two control systems. It is important that both of you coordinate the gear change, else there is a danger that the axle might snap. Let us move out of the analogy for the rest of the post.

So there are two of you and both of you have the choice of whether to change gear or not. Now, the ideal thing to do would be to change gears together, since that will ensure the relationship is at the same level but you’ll both be spending lesser energy on it. The worst case is if exactly one of you changes gears. If one of you suddenly slows down while the other is still at full throttle, it is likely that the other will suddenly feel insecure that the one has stopped responding, and this is likely to lead to some sort of breakdown in the relationship, even if temporary. And in order to get things back on track, you’ll need to go full throttle, thus leading to wastage of energy.

So basically, exactly one party deciding to scale down can prove to be disastrous for both of them, because of which the dominant strategy is to stay where you are – at full power. Let me draw the 2 by 2.

———————————————————————

|                        |    Scale down           |  Remain at full blast     |

———————————————————————

| Scale down|    0                               |  -100                                  |

———————————————————————

|Remain at   |  – 100                         |  -50 |

| full blast     |                                      |                                              |

——————————————————————–

You will notice that the players start off at a Nash equilibrium! Of both of them remaining at full blast. And thus neither has the incentive to scale down, unless he/she is sure that the other will also scale down simultaneously! And if the couple is not communicative enough, they will continue in this suboptimal state for too long, and end up burning way too much energy and willpower, which could’ve been otherwise put to good use.

Hence it is important that the couple communicates about matters such as these, and coordinates the shift in gears, and saves valuable energy!

P Polie Exclusion Principle

The basic concept is that for any given person, no two romantic partners fulfil the same kind of needs.

Let us take all the possible ways in which a romantic partner (since we are talking about multiple partners for the same person, usuallly happening at different points of time in the person’s life, I don’t want to use the term “long-term gene propagating partner”) can help you out. The kind of needs that she can fulfil. Make a list of them, and represent them as a vector.

And to this, add a vector of binaries. Let us call it the “need vector”. You might have guessed that an element of this vector is 1 if the partner fulfils this particular need and 0 otherwise. So for each of your romantic partners (spanning across space and time), construct such a vector. Yeah of course some of these needs are more important than others so you might think you might want to give weights, but that is not the purpose of this exercise.

The Pauli Exclusion Principle in quantum mechanics states that no two electrons can have the same four quantum numbers. Similarly the P Polie Exclusion Principle in romantic relationships states that no two of your romantic partners have the same need vector. That the needs vector of any two of your romantic partners have a hamming distance of at least 1.

This principle has certain important consequences. Given that any two of your romantic partners are separated by a Hamming distance of at least 1 and using the Neha Natalya-xkcd argument, the number of romantic partners you can possibly have in your lifetime is bounded from above by 2^n, where n is the length of your need vector. So contrary to intuition, this shows that promiscuous people actually have a larger set of needs from romantic partners than committed people.

A Balance Sheet View of Life

The basic idea of this post is that interpersonal relationships (not necessarily romantic) need to be treated as balance sheets and not as P&L statements, i.e. one should always judge based on the overall all-time aggregate rather than the last incremental change in situation.

Just to give you a quick overview of accounting, the annual statement typically has two major components – the P&L statement which reflects what happened between the last release of the statement and the currrent point, and the balance sheet which reflects the position of the company at the point of time of release of the statement.

I think Bryan Caplan had made this point in one of his posts, but I’m not able to find it and hence not able to link it. The point is that you should look at relationships on a wholesome basis, and not just judge it based on the last action. The whole point is that there is volatility (what we refer to in my office as “the dW term”) and so there are obviously going to be time periods during which you record a loss. And if on each of these occasions you were to take your next course of action based on this loss alone, you are likely to be the loser.

I’m not saying that you should ignore the loss-making periods and just move on. You do need to introspect and figure out what you need to do in the next accounting period in order to prevent this kind of a loss from repeating. You will need to “work the loss”, not make a judgment to break the relationship based on it. I think a large part of the problems in this world (yeah, here goes another grand plan) stems from people using one-period losses in order to take judgments on relationships.

Another thing is not to generate the accounting statements on a shorter time period. This is similar to one funda I’d put long ago about how you shouldn’t review your investments at extremely short intervals since that will lead to a domination of the volatility term (dW) and thus cause unnecessary headache. You might notice that corporates rarely release their accounts statements more frequently than once a quarter – this has more to do with volatility than with the difficulty in generating these statements.It is similar in the case of interpersonal relationships. Don’t judge too often – the noise term will end up dominating.

One caveat though – very occasionally the last loss may be so bad that it more than wipes out the balance sheet and takes to zero (or even less) the value of the firm. In that kind of a situation, there is no option but to shut down the firm (or break the relationship) and move on. Once again, however, the clincher in the decision to break up has to be the balance sheet which has gone to zero (or negative) and not just simply the magnitude of the last loss.

Life based on a balance sheet view is a balanced life.

Relationships and IIT

So the basic premise of this post is that being in a romantic relationship is like studying at IIT.

Everyone wants to get into IIT. They do thipparlaaga to try and get in. They join expensive coaching classes. Some of them even move cities. They wait for several years giving multiple attempts. People work extremely hard. Still, success is not guaranteed. There is that luck factor. There is the day’s performance that matters. Some days are important than others. Cracking the JEE is a “discrete” job.

While preparing for JEE, everyone thinks that if they clear the exam, their life is made. They come under the impression that after JEE, life will become smooth. That they won’t need to put any fight for the rest of their lives. That all that matters for their future is their cracking the JEE. And so forth.

It’s only after people come to IIT that they realize that life is not the cakewalk they assumed it to be. It is only after they get there that they realize that life after JEE is quite hard. That it is necessary to work hard. That if they don’t work hard, they will do very badly, and might flunk. It is only when they get to IIT that it hits them. Some learn quickly but others get disillusioned and give up in life. Several people do badly. Some even drop out.

So it’s similar with a romantic relationship. Everyone wants to get into a romantic relationship. Everyone looks only about the “entrance examination”. Everyone believes (before they get in) that life ban jaayegi after they get into a relationship. And getting into a relationship is a “discrete” job. It’s about how you “perform” during those blading sessions. It takes that bit of luck. It takes those set of fateful events to happen together in that precise coincidence.

And it is only when you get into a relationship that you realize how hard it is (provided you haven’t been there before). It is like being in IIT all over again. You know that you will need to work really hard to keep it going (applies to both parties). It is a continuous job, and you need to continuously “perform”. The randomness is much smaller than it is during the “relationship acquisition” phase.  However, you necessarily need to work hard. There is no “stud way out”. Some people give up when they find this out and break up (drop out). Others understand and put in the requisite effort and sustain the relationship. And continue to work hard.

The thing with arranged marriages is that you are typically forced to commit as soon as you’re done with “evaluating” the other person. You don’t get to test the counterparty on their ability to work hard and keep things going. It is like offering someone a job as soon as he has cleared the JEE.

And I wonder if one can draw an analogy between marriage and (academic) tenure.

Pricing My Best Friend’s Wedding

Any of you remember this movie called “My Best Friend’s Wedding”? If you don’t, here is a brief description of the plot. Julia Roberts and Dermot Mulroney (had to look up imdb to remember his name) have this agreement that if they are both single as of her 28th birthday, they will get married to each other. As it happens, 3 weeks before that, the hero announces that he’s found a woomaan and is going to get married to her, much to the dismay of the heroine, who now puts fight to somehow spoil this new relationship.

I was thinking of this kind of arrangement as a financial product. Actually, the movie has what I call as the “European version”. More complicated is the “American version” which I describe here. Basically I give you the OPTION to marry me on any day before my 28th birthday (6th Dec 2010). That would be simple enough to “price” (or “value”, to put it in layman’s terms) – it is a standard American option. However, let me add this twist into it. I also reserve the right to withdraw this option on any day before expiry or exercise.

So basically some day before my 28th birthday I can wake up and cancel this option that I’ve given you. Now the challenge is to price this. One thing that is obvious is that the value of this is now less than the value of the pure American option. But pricing it is a challenge (though, thinking about it carefully, it shouldn’t be too hard to solve. I think we can use option-on-option fundaes in order to price it, but still it’s nontrvial).

The European option, of course (as it is done in My Best Friend’s Wedding) easier to price. Basically, there are two events that need to happen on the day of expiry for the option (ok technically it isn’t an option since if these two events happen, then the parties are forced to execute the contract) and so it can be easily modeled using a two-factor model. The American, as we discussed, is tougher (though I’m sure that if I were to present this problem to my colleagues, they’d solve it in a jiffy).

So the reason I’m writing this is that I’m planning to enter this kind of a deal with someone. And I’m wondering if it’s better to enter into a European deal or into an American. Remember that if it is the “American” deal, I’ll be giving away the option (to marry me before either my 28th birthday or I withdraw the option) for free. Considering this, under what conditions should I try to sign the European contract, and under what conditions should I give away the American?

Also, how does the pricing of the American option change if I’m allowed to give it away to more than one person (with the understanding that as soon as one person exercises the option, I withdraw the option from all the other people I’ve given it to). And typically, will I be able to get more benefit in total by giving away this American option to a number of people than if I give it away to one person (assuming I’m indiffernet between all these people with respect to marriage).

Ok it’s late in the night and it’ s my third post in the last 1 hour, so it might be a bit muddled up. Also, you might find it a bit too technical (remember that I’m a quant). Nevertheless, I hope I’ve been able to communicate what I wanted to communicate. And am looking forward to your advice on this.

Arranged Scissors 15: Stud and Fighter Beauty

Ok so here we come to the holy grail. The grand unification. Kunal Sawardekar can scream even more loudly now. Two concepts that i’ve much used and abused over the last year or so come together. In a post that will probably be the end of both these concepts in the blogging format. I think I want to write books. I want to write two books – one about each of these concepts. And after thinking about it, I don’t think a blook makes sense. Too  many readers will find it stale. So, this post signals the end of these two concepts in blog format. They’ll meet you soon, at a bookstore near you.

So this post is basically about how the aunties (basically women of my mother’s generation) evaluate a girl’s beauty and about how it significantly differs from the way most others evaluate it. For most people, beauty is a subjective thing. It is, as the proverb goes, in the eyes of the beholder. You look at the thing of beauty (not necessarily a joy forever) as a complete package. And decide whether the package is on hte whole beautiful. It is likely that different people have different metrics, but they are never explicit. Thus, different people find different people beautiful, and everyone has his/her share of beauty.

So I would like to call that as the “stud” way of evaluating beauty. It is instinctive. It is about insights hitting your head (about whether someone is beautiful or not). It is not a “process”. And it is “quick”. And “easy” – you don’t sweat much to decide whether someone is beautiful or not. It is the stud way of doing it. It is the way things are meant to be. Unfortunately, women of my mother’s generation (and maybe earlier generations) have decided to “fighterize” this aspect also.

So this is how my mother (just to take an example) goes about evaluating a girl. The girl is first split into components. Eyes, nose, hair, mouth, lips, cheeks, symmetry, etc. etc. Each of these components has its own weightage (differnet women use different weightages for evaluation. however for a particular woman, the weightage set is the same irrespective of who she is evaluating). And each gets marked on a 5-point likert scale (that’s what my mother uses; others might use scales of different lengths).

There are both subject-wise cutoffs and aggregate cutoff (this is based on the weighted average of scores for each component). So for a girl to qualify as a “CMP daughter-in-law”, she has to clear each of the subject cutoffs and also the total. Again – different women use different sets of cutoffs, but a particular woman uses only one set. And so forth.

I wonder when this system came into being, and why. I wonder if people stopped trusting their own judgment on “overall beauty” because of which they evolved this scale. I wonder if it was societal pressure that led to women look for a CMP daughter-in-law for which purpose they adopted this scale. It’s not “natural” so I can’t give a “selfish gene” argument in support of it. But I still wonder. And my mother still uses scales such as this to evaluate my potential bladees. Such are life.

Head, heart, phallus and arranged louvvu

In response to my arranged scissors series, my stalker has started her own thing called the “karabath series“. In the first (and so far, only) post in that series, she talks about this concept that she describes as “arranged louvvu”. It is a bit convoluted but the essence is that in “arranged louvvu” you don’t blindly get into it. Instead, you put on a rational approach to decide if the counterparty is best for you and if the cost of giving  up on all the other women in the world is covered by the joy this woman brings you, and then make sure that the counterparty satisfies all CMP constraints and only then, in a phased manner, do you fall in louvvu with the person.

It is a nice concept but unfortunately I think the way the stalker has explained it is extremely convoluted, and I think using the head-heart-phallus framework (Kunal Sawardekar, you can abuse me for this also) I can explain this a lot better. So basically the idea is that the phallus is the quickest to react, followed by the head and the heart takes the longest to react.

The way most louvvu happens, the way they show it in the movies is that phallus reacts first (it’s a purely biological reaction, so it’s quick and trustworthy). And then, quickly enough, the heart gets involved. And the thing with heart involvement is tthat it is an extremely illiquid investment – it is really tough to liquidate the “heart investment” without booking significant losses. And since the heart entered the scene before the head also gave its verdict, when the head finally comes into the picture, it finds the whole thing irrational, and thus it goes “love is blind”.

The typical arranged scissors process, however, doesn’t leave you with enough time for the heart to enter the process. And since relatives can’t help you with the phallus process (and since that’s anyway instantaneous) it’s the head that gets involved. It’s the head, the rational head that takes all the decisions there. The heart enters only later, in most cases after marriage.

So the funda is that the stalker is confusing “head involvement” for “arranged process”. What she calls as “arranged louvvu” is a case where one holds back the heart (yeah, it takes effort to do that after phallus has said yes) in order to allow for the head to take a rational decision, and then go ahead with “heart investment” only after head has said yes. This way, the head always has buy-in on any relationship that the heart has gotten into, so irrationality gets minimized to a large extent. And some of the problems of “pure louvvu” are hedged off.

Yeah, it takes effort. It takes effort to hold back the heart once the phallus has given go-ahead. But getting the right amount of head involved at the right time helps in preventing much disaster. It’s the logical way to go about things. “Arranged louvvu” is only a fancy name people give it. And now I don’t really know if the head-heart-phallus framework has made it any easier for you to understand this.

Arranged Scissors 14 – Losing Heart

I’ve been in this market for a while now. It was sometime in February that my mother decided that I had utterly failed in my attempts to find myself a long-term gene-propagating female partner, and that she needed to step in and find someone for me. It was sometime in March that I went to this shady photo studio at DLF Galleria in Gurgaon and got a “wedding profile” snap taken. Later in March, I got listed at some shadymax exchange in Malleswaram. And there was the “market visit”.

The last weekend of this March I was in Bangalore, and was taken to this shady-max exchange in Malleswaram for a “market visit”. My uncle had told me that we needed to go sufficiently early, since there were apparently profiles of six hundred girls that I had to inspect that day, and make a shortlist. We had had a hurried breakfast at a Darshini in JP Nagar and then headed out to the exchange. My uncle, aunt and mother took turns to go up to the counter there and fetch the “smartha brides” files one by one. And I would spend about a minute on each file – which had fifty profiles. The six hundred profiles were done in less than a quarter of an hour. Phallus had simply refused to budge.

Aadisht, via his friend Vishakh, came up with this awesome framework of “head, heart, phallus“. The basic funda is that in order for you to enter into a long-term gene-propagating relationship, your head, heart and phallus need to independently like the counterparty (women insert appropriate substitute into the 3rd component). There is nothing earth-shaking about this framework as another of my friends pointed out, but the important thing is that it distinguishes between heart and phallus. Which I think most other explanations of louvvu (including bollywood movies) tend to ignore. And people also ignore it and get confused between heart approval and phallic approval, leading to disaster.

I had taken a long break from this arranged scissors market – a combination of being generally disgusted, poor health and being in between jobs. Recently (with the advent of Navaratri) I’d gotten back, and realize that I’ve lost my heart. Yeah, you might think this sounds funny but it’s not. I’ve truly lost my heart. And the only good that can come out of this is that if a crocodile catches and threatens to eat me, I can tell it the truth.

This whole arranged scissors concept seems to dehumanize the wonderful concept of long-term gene-propagating relationships. You are expected to make your decisions quickly, and you are expected to design “questionnaires” so as to get the maximum amount of info through each meeting. You are expected to browse through files containing six hundred profiles and make a shortlist. And when you are in the process of making the shortlist, you have your mom and aunt peering over your shoulder with helpful comments such as “this girl’s mouth is too wide” or “that girl’s nose is too blunt”.

For a while you resist, and resolve that you won’t get sucked into this mess. You resolve that you are still looking for “true louvvu” (whatever that is) and won’t settle for a common minimum program. You resolve that you’ll use the arranged marriage exchange as a dating agency. And soon it begins getting to you. You begin to see the merits of judging noses as too flat and mouths as too wide. You start breaking a girl down into components, and giving marks to each, and taking a weighted average to see if it is beyond “pass marks” (ok I’m obviously exagggerating here). You agree to meet potential counterparties even if you know that it’s improbable that you’ll like her.

My head, I think, is doing quite fine. So is the phallus. However, I think I’ve lost my heart. It’s been three and a half years since I even hit on someone. My heart seems to have forgotten how to love, and to have a “crush”. I’ve forgotten how my heart used to react during prior blades. In each of those cases, if I remember right, it was the heart that initiated it, and the head and phallus only gave approval later. Now, I have no clue how that used to happen. That seems so improbable.

This whole concept of meeting people with the explicit intention of evaluating them for long-term gene-propagating relationships is seedy. I think it goes against the laws of nature, and completely ruins that wonderful feeling that one usually associates with louvvu. It makes you too judgmental (I’m judgmental otherwise also, but not this judgmental), and you are so busy evaluating her that you don’t enjoy it at all. And how can you trust your judgment when you know that you haven’t liked the process of judgment at all?

Yesterday I met a friend, an extremely awesome woman. Once I was back home, I sent a mail to my relationship advisor, detailing my meeting with this friend. And I described her (the awesome friend) as being “super CMP”. I wrote in the mail “I find her really awesome. In each and every component she clears the CMP cutoff by a long way”. That’s how I’ve become. I’ve lost it. I’ve lost my heart. And I need to find it back. And I don’t know if I should continue in the arranged scissors market.

Arranged Scissors 13 – Pruning

Q: How do you carve an elephant?
A: Take a large stone and remove from it all that doesn’t look like an elephant

– Ancient Indian proverb, as told to us by Prof C Pandu Rangan during the Design of Algorithms course

As I had explained in a post a long time ago, this whole business of louvvu and marriage and all such follows a “Monte Carlo approach“. When you ask yourself the question “Do I want a long-term gene-propagating relationship with her?” , the answer is one of “No” or “Maybe”. Irrespective of how decisive you are, or how perceptive you are, it is impossible for you to answer that question with a “Yes” with 100% confidence.

Now, in Computer Science, the way this is tackled is by running the algorithm a large number of times. If you run the algo several times, and the answer is “Maybe” in each iteration, then you can put an upper bound on the probability that the answer is “No”. And with high confidence (though not 100%) you can say “Probably yes”. This is reflected in louvvu also – you meet several times, implicitly evaluate each other on several counts, and keep asking yourselves this question. And when both of you have asked yourselves this question enough times, and both have gotten consistent maybes, you go ahead and marry (of course, there is the measurement aspect also that is involved).

Now, the deal with the arranged marriage market is that you aren’t allowed to have too many meetings. In fact, in the traditional model, the “darshan” lasts only for some 10-15 mins. In extreme cases it’s just a photo but let’s leave that out of the analysis. In modern times, people have been pushing to get more time, and to get more opportunities to run iterations of the algo. Even then, the number of iterations you are allowed is bounded, which puts an upper bound on the confidence with which you can say yes, and also gives fewer opportunity for “noes”.

Management is about finding a creative solution to a system of contradictory constraints
– Prof Ramnath Narayanswamy, IIMB

So one way to deal with this situation I’ve described is by what can be approximately called “pruning”. In each meeting, you will need to maximize the opportunity of detecting a “no”. Suppose that in a normal “louvvu date”, the probability of a “no” is 50% (random number pulled out of thin air). What you will need to do in order to maximize information out of an “arranged date” (yes, that concept exists now) is to raise this probability of a “no” to a higher number, say 60% (again pulled out of thing air).

If you can design your interaction so as to increase the probability of detecting a no, then you will be able to extract more information out of a limited number of meetings. When the a priori rejection rate per date is 50%, you will need at least 5 meetings with consistent “maybes” in order to say “yes” with a confidence of over 50% (I’m too lazy to explain the math here), and this is assuming that the information you gather in one particular iteration is independent of all information gathered in previous iterations.

(In fact, considering that the amount of incremental information gathered in each subsequent iteration is a decreasing function, the actual number of meetings required is much more)

Now, if you raise the a priori probability of rejection in one particular iteration to 60%, then you will need only 4 independent iterations in order to say “yes” with a confidence of over 95% (and this again is by assuming independence).

Ignore all the numbers I’ve put, none of them make sense. I’ve only given them to illustrate my point. The basic idea is that in an “arranged date”, you will need to design the interaction in order to “prune” as much as possible in one particular iteration. Yes, this same thing can be argued for normal louvvu also, but there I suppose the pleasure in the process compensates for larger number of iterations, and there is no external party putting constraints.

Arranged Scissors 12 – Rejection Sharing Agreements

This is similar to the Klose-Podolski corollary to the Goalkeeper Theory. To refresh your memory, or to fresh it in case I haven’t mentioned this earlier, the Klose-Podolski corollary refers to a case of two close friends who decide to hit on the same person. The implicit understanding is that they don’t regard each other as rivals but blade together, and first get rid of all the other suitors before they engage in one last showdown so that the bladee picks one of them.

We came up with this corollary to the Goalkeeper Theory shortly after the 2006 Football World Cup, during which Klose and Podolki formed a cracking strike partnership for Germany. Later on, they were to play together for Bayerrn Munchen, but like most Klose-Podolski arrangements, they too ended up in bitterness with Poodolski (who scored the lesser number of goals among the two) publicly voicing his bitterness and finally transferring to his “native” Koln.

Now that the crazy digression is out of the way, let me get to the point. Today is the first day of Navaratri, and with the inauspicious “Mahalaya Paksha” having gotten out of the way, arranged scissors is back in full earnest. This also means that I re-enter the market, though I’m still yet to list myself (don’t plan to for a while at least. OTC is said to give superior valuations). And some casual conversation and some not-so-casual phone calls this morning, I have been thinking of the arranged marriage equivalent of the Klose-Podolski arrangement.

So basically, as part of this arrangements, two parties who are looking to hit the same side of the deal strike a deal to share “rejection information” with each other. “Rejection information” can be of the following two types:

  • Today I found out about this girl. She seems to be really good in most respects – good looking, rich, good family background, virgin and all that. But for some (usually random) reason, my son doesn’t want to marry her. Why don’t you try her for your son?
  • Today I found out about this girl. Talked to her, her parents, etc. Doesn’t seem like a good prospect at all. She is either ugly or too “forward” or her family background is bad. I think the chances of her getting along with your son is quite low. Don’t waste your time with her.

Note that both of this is extremely useful information, especially in an illiquid market. What is important here is the nature of people with whom you strike such agreements. The basic thing is that your correlation with them should neither be too low nor too high. Ideally, they should belong to the same/similar caste, should have a fairly similar family background, etc. but the boys shouldn’t be too similar. Yeah, I think that is a fair criterion – they should be as similar as possible in terms of “arranged criteria” but as different as possible in terms of “louvvu criteria”.

Basically if the correlation is too low, then you can’t really trust their judgment on counterparties. On the other hand, if the correlation is too high, then it is extremely likely that they turn out to be “rivals” and that if one party rejects a girl, it’s unlikely that the other party will like the girl. I supppose you get what I’m talking about.

One downside to such agreements that I can think of – it might cause bitterness later on in life, long after the goal has been scored. The feeling that “this guy married a girl that I rejected” or the other way round might come back to haunt you later on in life.