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Game Theory Analysis Shows How Evolution Favors Cooperation's Collapse 213

First time accepted submitter Ugmug (1495847) writes Last year, University of Pennsylvania researchers Alexander J. Stewart and Joshua B. Plotkin published a mathematical explanation for why cooperation and generosity have evolved in nature. Using the classical game theory match-up known as the Prisoner's Dilemma, they found that generous strategies were the only ones that could persist and succeed in a multi-player, iterated version of the game over the long term. But now they've come out with a somewhat less rosy view of evolution. With a new analysis of the Prisoner's Dilemma played in a large, evolving population, they found that adding more flexibility to the game can allow selfish strategies to be more successful. The work paints a dimmer but likely more realistic view of how cooperation and selfishness balance one another in nature."
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Game Theory Analysis Shows How Evolution Favors Cooperation's Collapse

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  • The Selfish Gene (Score:4, Informative)

    by MPAB ( 1074440 ) on Sunday November 30, 2014 @06:04PM (#48493609)

    This is explained in Dawkins' book. It's an evolutionary stable strategy.

    • by Anonymous Coward on Sunday November 30, 2014 @06:24PM (#48493715)

      This is explained in Dawkins' book. It's an evolutionary stable strategy.

      *Sigh* ... there is no such thing as evolution, creation is unchanging, the earth was created 6018 year ago this has been conclusively proven by analysis of scripture you insensitive clod.

    • by hey! ( 33014 )

      Only if you qualify "selfish" to mean something specific that may or may not be what people mean when they use "selfish" in general discourse.

    • by Anonymous Coward

      Wrong. Dawkins book does not preclude other phenomena such as group selection. It's just that things like group selection have not yet been proven or the mechanism persuasively detailed.

      However, the genetics surveyed in The Selfish Gene cannot explain things like human civilization, where the level of cooperation goes far beyond anything classical genetics would allow.

      We still have much to learn.

    • Not only Dawkins but I don't really know how's this news at all.

      It's been known for long that the best group strategy is cooperative while best's individual is defeating. That's why it's called prisioner's *dilemma*.

      Therefore, a population in equilibrium will "produce" as many defeaters as it can sustain due to the higher efficiency cooperation (of the major part of the population) permits.

      There're, of course, systems where no defection is tolerated but for them to work, defection needs to be immediately d

      • Like the rules of the prisoner's dilemma happen in nature.

        • "Like the rules of the prisoner's dilemma happen in nature."

          They can be transalated into nature examples quite a lot of times, yes.

          On the other hand, I used "prisioner's dilemma" because it explicitly had "dilemma" in his name but I was certainly not restraining to it (it's absurd) but to game theory in general or, if you like me to be more precise, to the iterating prisioner's dilemma family of games.

  • Obvious (Score:5, Insightful)

    by BarbaraHudson ( 3785311 ) <barbara.jane.hud ... minus physicist> on Sunday November 30, 2014 @06:08PM (#48493633) Journal

    Strategies that are too selfish "kill the host". Or invite retaliatory action. This is the same whether it's a virus like ebola or bad actors in society.

    • Strategies that are too selfish "kill the host". Or invite retaliatory action.

      This is why governments must adjust their austerity measures carefully, lest the resulting property damage outweighs the cost savings. Cost/benefit ratios are coldly calculated in all aspects of nature. Accretion vs. dispersal, too much of the first leads to spectacular displays of the second. Always have a camera rolling for such events, first rule of information retrieval.

      • Re:Obvious (Score:4, Insightful)

        by manu0601 ( 2221348 ) on Sunday November 30, 2014 @09:08PM (#48494479)
        The problem with austerity measures is that government spending creates activity. Cutting public expenses cuts GDP, which means less tax revenue for the government. Situations where the tax loss is smaller than the cost saving are rares. Most of the time, austerity just kills the economy without any benefit.
        • (Slashdot's Keynesian group think shows through strong in the moderation here.)

          Situations where the tax loss is smaller than the cost saving are rares. Most of the time, austerity just kills the economy without any benefit.

          I challenge your assersion of that claim.

          Additionally I submit that government spending causes the players in the economy to act in a way that benefits them the most in receiving that government spending while supressing their drive to be purely efficient and productive. In the end, we end up with a bunch of players chasing the freebies from the government just because they're free rather than being productive and sustainable.

          • Situations where the tax loss is smaller than the cost saving are rares. Most of the time, austerity just kills the economy without any benefit.

            I challenge your assersion of that claim.

            We have many example of failed austerity policy. What are the success stories?

          • by hawkfish ( 8978 )

            (Slashdot's Keynesian group think shows through strong in the moderation here.)

            Situations where the tax loss is smaller than the cost saving are rares. Most of the time, austerity just kills the economy without any benefit.

            I challenge your assersion of that claim.

            Additionally I submit that government spending causes the players in the economy to act in a way that benefits them the most in receiving that government spending while supressing their drive to be purely efficient and productive. In the end, we end up with a bunch of players chasing the freebies from the government just because they're free rather than being productive and sustainable.

            But you probably won't believe this until this spending kills the host, as the GGP post called it.

            I don't know about groupthink, unless you call empirical evidence "groupthink". Herbert Hoover's response to the great depression, Europe's current austerity programs, Japan's "lost decade", Kansas' economic explosion under Brownback: all of these are evidence - from multiple cultures, time periods and scales - that your theory doesn't work in real life.

            Let me guess: Your response will be a variant of the "No True Scotsman" fallacy...

    • Which does not necessarily mean they do not exist in nature, just that they are less likely to exist unchanged for millions of years. Fungus is a great example. It is an entire branch of life, like animals or plants, but by its very nature is parasitic. In general this parasitic organism has found that it is better to give back more than you take. But it can easily out compete other fungus and really all other life if it decides not too.

      So, that is why right now there is some dying forest in America, I b
      • You believe? So you're relying on faith? You're telling a story that matches your preconceived notions, and waving your hands a lot?

        • You believe? So you're relying on faith?

          That's precisely what you just did. You believed that the word "belief" automatically means "unfounded" when if you owned a dictionary, you'd know that's not true. You'd also know more about the word "faith", which can also be founded in logic. People like you make agnostics like me who know their way around a dictionary look bad, so please consult a dictionary.

  • TIt-for-tat fallacy (Score:5, Informative)

    by Baldrson ( 78598 ) * on Sunday November 30, 2014 @06:15PM (#48493663) Homepage Journal

    The notion that "tit for tat" is relevant to evolution in the iterated prisoner's assumes that defection is detected -- an unrealistic assumption. The only reliable evolutionary system in which cooperation is sustainable is one in which the replicators (genetic and memetic) share a common fate aka vertical transmission [wikipedia.org]. This is why the meiotic lottery works in multicellular sexual species and it is how symbiosis between species can evolve in ecologies where migration is restricted -- migration being the origin of the evolution of virulence via horizontal transmission [wikipedia.org]. However, since restricting migration is not practical in much of nature, there is an "optimal virulence" in which a replicator tests the limits of its ability to, in essence, "take the money and run", and exploits to that limit.

    • by hey! ( 33014 ) on Sunday November 30, 2014 @07:21PM (#48493993) Homepage Journal

      What's unrealistic is believing one strategy is always favored by evolution. Evolution tries everything, so you get all strategies tried.

      The substantive argument here should be over this question: what is it that makes H. sapiens such a successful species? The vast majority of discourse on this, unfortunately, is tainted by ideological bias.

      I think what makes us successful can't be boiled down to one strategy without being simplistic. The minimum number of strategies that's interesting, in my opinion, is two, because realistic strategies have to interact. Personally the two I'd go with would be cooperation and behavioral flexibility, noting especially that behavioral flexibility sometimes works *against* cooperation. People cooperate to build a successful village, but during a disaster having a few selfish bastards who grab what they can and run is good for the survival of the species. But just because a *little* bit of something is good, doesn't mean a *lot* of it is good. So much selfishness people can't cooperate efficiently is too much selfishness. So little selfishness that nobody saves themselves when they can't save anyone else is too much selflessness.

      One more thing to chew on: nature doesn't owe you a justification for your behavior, and it's certainly not going to provide you a logically complete and non-contradictory ideology. It doesn't even give us that for arithmetic.

      • by doug141 ( 863552 ) on Sunday November 30, 2014 @07:46PM (#48494105)

        what is it that makes H. sapiens such a successful species? .

        Start with the book Guns, Germs, and Steel.
        https://en.wikipedia.org/wiki/... [wikipedia.org]

        • Mod parent up. Guns, Germs, and Steel is an awesome book. It has its detractors (see amazon.com for the spectrum of reviews) but it's definitely an insightful analysis of the history of our species.

      • by mabu ( 178417 )

        >What's unrealistic is believing one strategy is always favored by evolution. Evolution tries everything, so you get all strategies tried.

        Actually if you read the study, their conclusion is, the aberrations in the cooperation between the parties is the result of their desire to "change the game" and avoid being put in scenarios where there is no clear winning choice.

      • by dryeo ( 100693 ) on Sunday November 30, 2014 @11:49PM (#48495173)

        what is it that makes H. sapiens such a successful species?

        Why assume that H. sapiens is a successful species? We haven't been around very long and it seems as likely we'll screw up our environment through overgrowth as not, especially with how good we've become at developing weapons and our tendency to use them.
        Another million years and we can start to talk about us being a successful species, while right now we're just another species that appears to be outstripping the capability of its habitat to support it.

        • by rtb61 ( 674572 )
          The error you make, is claiming that human societies have only just begun to over exploit the environment. Humans have a track record via disappeared societies of selfishly and greedily over exploiting their environments. There any many examples across the whole planet. The difference now is via an increasing percentage of psychopathically greedy and selfish humans, parasitically destroying the societies they are a part of, we have have the opportunity to do it upon a global scale.

          Psychopaths will routine

        • That's not particularly relevant to an analysis of humanity's clear *current* success, as is evidenced by our unchallenged presence on most of the land area of the planet (albeit at varying population densities).

    • by khallow ( 566160 )
      Baldrson, do you still have that decade-old cellular automata code you did studying this sort of behavior? As I dimly recall, two cells would be randomly chosen near one another (with "nearness" an adjustable parameter). They would first communicate (cooperate or defect) and then enable in a Prisoners' Dilemma exchange. There was also some sort of memory, but I don't recall how that worked. I believe there was also a steady, adjustable "rain" of the resource ("food"?) used in the exchange. As I further rec
      • by Baldrson ( 78598 ) *

        You are referring to the climatic memetic demographic prisoner's dilemma [geocities.ws]. The idea there was to try to have the most primitive form of "meme" imaginable: A speech act which could take one of two states "defect" or "cooperate", in the context of a population which may, or may not, repeat memes and which -- independent of repetition behavior -- may or may not comply with the meme it "hears". Tit for tat during iteration of the PD was simulated by allowing a variation in which the behavior (cooperate or def

  • Matters of Scale (Score:4, Insightful)

    by pubwvj ( 1045960 ) on Sunday November 30, 2014 @06:22PM (#48493691)

    This reinforces that scale matters. On the local family / pack basis communism (ultra cooperation) is the best solution. As you move outward in social groups the best evolutionary strategy shifts to socialism and at the most extreme end of the social structure capitalism becomes the best strategy. Neither liberals or conservatives will find this politically correct to their liking but it is real.

    • Re:Matters of Scale (Score:4, Interesting)

      by blue trane ( 110704 ) on Sunday November 30, 2014 @09:00PM (#48494449) Homepage Journal

      Capitalism has outlived its usefulness, time to move on. I suggest Libertarian socialism. Start with a basic guaranteed income for all who want it. Fund it with money creation. The private sector creates on the order of 10 times more money than government; there is plenty of room for government fiscal policy (funded by the Fed, say, at zero cost) to reward altruistic behavior.

      Hamilton's rule: rB > C. If government makes the Cost negative, you get rewarded for altruism. Even if you are not related to the Beneficiary.

    • Re: (Score:3, Insightful)

      by denzacar ( 181829 )

      and at the most extreme end of the social structure capitalism

      Capitalism is not a social system - it's an economic system. I.e. It is about making and trading THINGS.
      You "win" by making and having more things faster.

      Socialism and communism are social AND economic systems. Being SOCIAL they are primarily about benefits of PEOPLE AND/OR SOCIETIES.
      You "win" by achieving a satisfied and happy society.

      That's why it intuitively works for families and tribes - goals are common and simple.
      And why it is a bitch to work in a larger society in which many smaller groups may have

      • by dryeo ( 100693 )

        Capitalism can be a social system, just think about how much more successful a capitalist can be by investing in politicians, laws and changing society to create more profits for the capitalist, often by removing any form of free market.
        Ultimately the winners in capitalism are not by being better at making and having more things faster but by making the rules more favourable for the individual (or group) capitalist.
        Also consider marketing, where it isn't being better at making things, but being better at se

      • Capitalism is not a social system - it's an economic system. I.e. It is about making and trading THINGS.

        There is no sharp distinction. The very concept of "owning" things is simply the right to tell other people what they can and cannot do - don't take that thing away from here, don't walk on this plot of land, go make me a sandwich. Therefore Capitalism is essentially a system for determining who is in charge and gets to make decisions. To imagine this has no social implications is not correct.

      • Re: (Score:3, Insightful)

        by Orgasmatron ( 8103 )

        Who modded up this middle school crap?

        Capitalism isn't about making or trading. It is about satisfying needs and wants. It is merely the distributed solution to that problem, while collectivism is the centralized "solution".

        You may have noticed that solution was in quotes back there. That is because a centralized solution is not possible. First, there is no mechanism to accurately report wants and needs to a central authority. Second, there is no general solution for ranking or ordering those wants and

        • by znrt ( 2424692 )

          you just gave a very accurate picture of whay capitalism doesn't work either.

          "Also, the decisions are done at the local (individual) level, which is also the only place where a ranking of needs and wants is possible.", of course without regard for the common good. from there it's all downhill ... just like the "central power" model.

          in our actual experiment free market and feedback are already just fallacies, they don't exist anymore at the golbal level, where it counts.

      • Capitalism is not a social system - it's an economic system. I.e. It is about making and trading THINGS.
        You "win" by making and having more things faster.

        And in capitalism, winning means you acquire more power. Which makes capitalism a social system as well.

      • Re:Matters of Scale (Score:5, Interesting)

        by Kjella ( 173770 ) on Monday December 01, 2014 @01:43AM (#48495523) Homepage

        Actually capitalism has a huge section on utility theory, it's the basis of all bartering and trade. You're a fisherman but you've only got a limited utility of fish for your own use, which is why you're willing to sell fish to buy bread and the baker is willing to sell bread to buy fish. If you got your typical price-quantity curve the utility is the whole area under the curve, which companies try to extract as much as possible of as profit. The difference is that capitalism's utility theory optimizes on the individual level, you spend your money in order to gain as much benefit as possible and society's utility is the sum of the individuals' utility.

        Social theories optimize for the whole society and take into account externalities society has to bear the burden of like pollution, littering, congestion, crime and so on, even when it's to the disadvantage of some of the individuals. They fit in the same PQ chart though like this [welkerswikinomics.com] where the social optimum is offset relative to the micro-economic optimum. The issue is that often you end up with quite a lot of wealth redistribution because essential services to the poor have greater utility for society than luxuries for the rich, so while the total goes up it's clearly favorable for some and unfavorable for others.

        Then you run into the classic arguments that people change behavior to game the system and in order to not create needy individuals living on welfare you need to reward those who produce value instead, which is countered by arguing that those on welfare need education and opportunities to become net contributors to society and so on. It's not really easy to understand society's dynamics, but as a static snapshot they're not really all that different. It just depends on what "costs" you take into consideration and what you optimize for.

  • Taxpayer's Dilemma (Score:5, Insightful)

    by retroworks ( 652802 ) on Sunday November 30, 2014 @06:38PM (#48493803) Homepage Journal

    If no one pays taxes, I live in a lousy infrastructure.

    If everyone pays taxes, I live in a nice infrastructure, but had to pay taxes.

    If I admit not paying taxes, no one else wants to pay taxes either.

    If I make everyone believe in paying taxes, while I secretly do not pay taxes, I benefit from the infrastructure for free.

    Dang. Didn't realize this was a Ph.D thesis material!

  • by EmperorOfCanada ( 1332175 ) on Sunday November 30, 2014 @06:52PM (#48493867)
    Basically cooperation is the best strategy as long as there is also a built in punishment system for the selfish. For instance if a disease wipes out too many hosts then it will fail to spread very quickly. If it wipes them all out then it won't spread anymore.

    But evolution often will sacrifice to deal with the selfish. So our immune systems are sitting here primed and ready to have a go against all kinds of invaders; our immune systems are fantastically costly. But in a pristine system evolution might eliminate our immune system and then we would be wiped out by the first disease to come along.

    The same with having the police. Police are expensive but we keep them around to deal with those who won't cooperate in ways that we find so egregious that we make laws.

    But just as we have seen with our bankers there are those diseases that will subvert our punishment systems to not only ignore them but to actively abuse the us. AIDS would be an example of this (and yes I am saying bankers are as bad as AIDS).

    So I would think that if you look carefully I think that what you will find is that what evolution will do is to evolve systems that punish the non-cooperative(bad diseases), reward the cooperative (things like digestive bacteria) and then continue living just fine.

    Even within animals that group together there are often many systems for punishing animals that don't play by the rules.

    But there is one huge problem with evolution from the standpoint of the individual. It might take a 95% die off for evolution to develop a way to fight off a disease, or the disease might end up being just deadly enough to continuously hurt individuals while not killing enough to drive evolution.

    But this is where we might have just jumped some kind of hurdle. We demolished smallpox, we have polio on the ropes, malaria might have a bullet heading its way, and other diseases are lined up in the crosshairs. But taking out diseases to the point of extinction takes global cooperation. In Pakistan they recently killed 4 polio workers which will now probably dissuade polio workers from going back into that area and I suspect that if they were there then polio was there as well.

    The key is that when gaming any relationship like evolution there are a huge number of rows and columns to work with. But quite simply we have way too many animals that cooperate in pretty magical ways for it not to be a key evolution friendly solution.
  • Academic Beclowining (Score:5, Interesting)

    by PopeRatzo ( 965947 ) on Sunday November 30, 2014 @06:53PM (#48493869) Journal

    Just so you know, most of the people doing the work applying Game Theory to Sociology are just jacking off.

    Seriously. These are the people who found Psychology too rigorous and got thrown out of the Economics departments for making shit up.

    Here, check this shit out. Look especially at the last sentences:

    “It’s a somewhat depressing evolutionary outcome, but it makes intuitive sense,” said Plotkin, a professor in Penn’s Department of Biology in the School of Arts & Sciences, who coauthored the study with Stewart, a postdoctoral researcher in his lab. “We had a nice picture of how evolution can promote cooperation even amongst self-interested agents and indeed it sometimes can, but, when we allow mutations that change the nature of the game, there is a runaway evolutionary process, and suddenly defection becomes the more robust outcome.”

    In other words, "Cooperation works in social systems until I change the rules to get the outcome I want. Vote Rand Paul 2016."

    Seriously, Dr Plotkin, do U even Science, bro?

    • Re: (Score:2, Interesting)

      by Truekaiser ( 724672 )

      This is mainly because people forget that the person who 'invented' game theory ended up being committed to an institution due to actually being a psychopath.
      Which is the major downfall of the theory is that it assumes all players have the same mindset. When he conducted tests with people in his office and the general population he was dumbfounded as to why they chose the cooperative path even though it was less statistically successful than the selfish path. I.E they chose to share the loot rather than lie

      • by Anonymous Coward on Sunday November 30, 2014 @08:13PM (#48494221)

        This is mainly because people forget that the person who 'invented' game theory ended up being committed to an institution due to actually being a psychopath.

        Neither John von Neumann nor Oskar Morgenstern was ever institutionalized. They are the two people credited with "inventing" game theory. You may be thinking of the subject of the movie A Beautiful Mind, John Nash. Nash was a prominent early theorist in non-cooperative games. The Nash equilibrium is named after him. Nash was a paranoid schizophrenic, not a psychopath.

        Testing game theory through experimentation is much newer. Most of the early work was done purely on a theoretical basis and founded in pure logic. I.e. it didn't try to explain why people did things; it tried to determine how a perfectly logical person should react.

        • by nbauman ( 624611 )

          This is mainly because people forget that the person who 'invented' game theory ended up being committed to an institution due to actually being a psychopath.

          Neither John von Neumann nor Oskar Morgenstern was ever institutionalized. They are the two people credited with "inventing" game theory. You may be thinking of the subject of the movie A Beautiful Mind, John Nash. Nash was a prominent early theorist in non-cooperative games. The Nash equilibrium is named after him. Nash was a paranoid schizophren

    • by doug141 ( 863552 )

      Nice strawman and ad-hominems. What I got out of the article was "So we see complicated dynamics when we allow the full range of payoffs to evolve,” Plotkin said. “One of the interesting results is that the Prisoner’s Dilemma game itself is unstable and is replaced by other games [stag-hunt & snowdrift]. It is as if evolution would like to avoid the [Prisoner's] dilemma altogether."

      • Are you kidding? Let's have a little survey of Plotkin's work:

        September 2013: http://www.upenn.edu/pennnews/... [upenn.edu]

        November 2014: http://www.upenn.edu/pennnews/... [upenn.edu]

        I also notice from the bottom of the page that his foundation support is shrinking for some reason. But I guess the US Army is always good for a few sheckels. They love this shit.

        Seriously though, haven't biologists doing sociological extrapolation via Prisoner's Dilemma been discredited enough yet? I know academics have to eat, but really...

        • by nbauman ( 624611 )

          Seriously though, haven't biologists doing sociological extrapolation via Prisoner's Dilemma been discredited enough yet?

          No, it's been confirmed. Most people will reject a choice which will give them their maximum benefit, and instead take a choice which they think is fair.

          • No, it's been confirmed.

            I'm not questioning that. The problem is strictly using these sociological findings in biology using sloppy math.

    • by AthanasiusKircher ( 1333179 ) on Sunday November 30, 2014 @09:29PM (#48494567)

      Just so you know, most of the people doing the work applying Game Theory to Sociology are just jacking off.

      Yeah, unfortunately... as Master Yoda might say, "Tilting at windmills you are."

      The larger context here isn't sociology, it's "evolution." Note that I put that in quotation marks for a reason -- there's a whole network of yahoos out there who spend time thinking up "just so" stories for their pet explanations of some evolved trait. They call it "evolutionary biology" or "evolutionary psychology" or "evolutionary sociology," but a lot of the practitioners do the same crap.

      -------------------

      Typical day at the office:

      "Scientist" X sits at his desk, bored: "Oh, woe is I! I am an evolutionary biologist, but I have too little funding to do any real experiments in my lab. What shall I do?!"

      "Scientist" Y, turning suddenly: "Lo, but we can 'do evolution research' without funding. Let us consider a question, like 'How did music evolve in humans and why?' That is a good question."

      "Scientist" X: "Yes! Yes! Yes! That is a great question! And since other primates don't really have musical culture in the same way, our 'findings' don't even need to be based on cross-species trends! We can just make up a story, a 'thought experiment,' just like the great Einstein!"

      "Scientist" Y: "Suppose one day a mother early hominid descended from her tree and went to gather food. Her infant baby hominid might be sad. Perhaps the mother would sing to let the infant know she was still there!"

      "Scientist" X: "Indeed. How I can see them now, in my 'thought experiment'! 'Tis a fantastic tale. Tell it to me again, please!"

      "Scientist" Y: "But shan't we publish it now? After all, our 'experiment' has proven the way music could have evolved!"

      "Scientist" X: "By golly, you're right. I'm already typing it up. Let's make up a few more stories like that, and publish it as a book on the 'origins of music', and we'll call it 'evolutionary musicology'!"

      "Scientist" Y: "Huzzah! Huzzah! We have 'done research'! Our book will sell!"

      And, lo -- the book did sell, and others did join this movement. Thence to all the corners of the Earth went the good news of the true story of music's evolution....

      -----------

      You think I'm joking. The book is out there. There are plenty of random made-up stories about stuff like this, that are supposedly to "explain" how things evolved. Even if the guys you're criticizing here are as bad as you say -- I haven't looked at their research in detail -- they got nothin' on a lot of stuff evolutionary biology people tend to do these days.

      (P.S. This post should NOT in any way be construed as attacking the general theory of evolution, which I do not mean to criticize in any way. I'm just criticizing all the awful crap that has begun to accumulate around the field as lots of folks jump on the "Let's plan the 'how could that have evolved' game!" bandwagon.)

    • by mjwx ( 966435 )

      Seriously. These are the people who found Psychology too rigorous and got thrown out of the Economics departments for making shit up.

      And that is how Libertarians are made.

    • The entire article could be summed up as "How our confirmation bias made us change the rules until the results confirmed our bias."

      In a second analysis, they allowed the payoffs to vary outside the order set by the Prisoner's Dilemma. Instead of unilateral defection winning the greatest reward, for example, it could be that mutual cooperation reaped the greatest payoff, the situation described by a game known as Stag Hunt. Or, mutual defection could generate the lowest possible reward, as described by the game theory model known as the Snowdrift or Hawk-Dove game.

      What they found was that, again, there was an initial collapse in cooperative strategies. But, as the population continued to play and evolve, players also altered the payoffs so that they were playing a different game, either Snowdrift or Stag Hunt.

      "So we see complicated dynamics when we allow the full range of payoffs to evolve," Plotkin said. "One of the interesting results is that the Prisoner's Dilemma game itself is unstable and is replaced by other games. It is as if evolution would like to avoid the dilemma altogether."

      "See? When I change the rules of poker to be like blackjack, the game evolves into a game of blackjack on its own! Fascinating! It is as if evolution would like to avoid the poker altogether."

  • "a new analysis of the Prisoner's Dilemma played in a large, evolving population, they found that adding more flexibility to the game can allow selfish strategies to be more successful."

    Only if there is an unlimited number of new prisoners to dupe, and there is no communication between the two groups. Besides which, all Prisoner's Dilemma demonstrates is that in a distorted environment such as a prision, it pays to assume the other prisoners are potentially hostile. In Prisoner's Dilemma the prisoner isn
  • Misleading Title (Score:4, Insightful)

    by PJ6 ( 1151747 ) on Sunday November 30, 2014 @08:24PM (#48494273)
    They set up the experiment to cause cooperation to fail. They tried for that particular result, and got it.

    It’s a somewhat depressing evolutionary outcome, but it makes intuitive sense

    "Intuitive sense" sounds awfully wishy-washy considering they just pulled the models out of their asses.

    Title should read "Game Theory Analysis Shows How Evolution Can Favor Cooperation's Collapse".

    • Yes. Exactly!

      On the grand scale of things, I would suggest that evolution *vastly* favours cooperation. No, really. Think about all the cells in your body working together to form a multi-cellular organism. Think about the organelles in symbiosis within those same cells. Think about bacteria sharing plasmids amongst each other, and forming aggregates. Think about ecosystems where different organisms form finely balanced cycles, where no single element ever predominates. Think about the majority of encounter

  • by Anonymous Coward

    Interesting idea, but logic dictates that if you try and make the game more favourable for cooperative styles of play, Game theory is utterly destroyed.

    To propose a paper where you only test 1 change is cause for concern, in the long run. Game theory is flawed at the onset - only Psychopaths and Accountants answer the question the way the original author intended.

    Thus I propose this: studies which are front page on /. which promote selfishism and neglect to tweak the experiment in the opposite direction sh

  • The denser the population the more laws, rules and regulations get passed and the worse they get enforced. There is a certain reality that we are all hurdling through space on a rock and we are all doomed as well as the entire human race. As population swells and personal morality drops people become frightened and unable to cope with life. Politicians tossing out reams of laws as pablum to the people in order to get or keep a voting base is simply a form of corruption in itself. People do nee

Every nonzero finite dimensional inner product space has an orthonormal basis. It makes sense, when you don't think about it.

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