competition

Towards Realistic Models for Evolution of Cooperation

One Sentence Summary:
The five major approaches to answering how cooperation emerges and becomes stable in nature (Group Selection, Kinship Theory, Direct Reciprocity, Indirect Reciprocity, and Social Learning) might be improved by not presuming asexual and non-overlapping generations, simultaneous-play for every interaction, dyadic interactions, mostly predetermined and mistake-free behavior, discrete actions (cooperate or defect), and the trivial role of social structure and social learning of individuals.
Disciplines:
Biology
Cultural Evolution
Sociology
Findings:
  • Observer-based reciprocity relaxes the requirement that each individual's likelihood of cooperating be known globally by introducing randomly selected observers. Even though interactions are only visible to these observers cooperation can still evolve showing "that cooperation may evolve through indirect reciprocity with or without global knowledge about agents' image scores."
  • Darwin's notion of the "survival of the fittest" does not specify what "fittest" refers to, and for good reason: the outcome of a behavior in each contingent situation determines its fitness. Different interpretations of "fittest" lead to different models for how natural selection works and therefore offer different explanations for the evolution of cooperation.
Keywords:
trust
reputation
reciprocity
evolution
cultural evolution
cooperation
competition
bioeconomy
altruism
agent-based model
Author(s) / Editor(s):
Published in:
MIT LCS Memorandum
Date:
2002
One Paragraph Summary:

Sociological and biological observations of humans and animals show that cooperation is an inherent part of human life and the life of many animals. This poses two questions: how do cooperative strategies become stable within evolution? And, how does cooperation emerge initially? Even though researchers have tried to answer these questions for at least a century, existing models do not fully explain why cooperation evolves. There are five major approaches: Group Selection, Kinship Theory, Direct Reciprocity, Indirect Reciprocity, and Social Learning. Each of these models explain only a few aspects of cooperation and might be improved by dropping some unrealistic assumptions: asexual and non-overlapping generations, simultaneous-play for every interaction, dyadic interactions, mostly predetermined and mistake-free behavior, discrete actions (cooperate or defect), and the trivial role of social structure and social learning of individuals.

The Quest for Meaning in Public Choice

One Sentence Summary:
Frameworks, composed of theories that are in turn composed of varying models need to be developed to study and make predictions about the complex behaviors that take place in social situations.
Disciplines:
Economics
Sociology
Psychology
Findings:
  • With incomplete information and information-processing capabilities, individuals competing for common-pool resources may make mistakes in choosing strategies designed to realize a set of goals.
  • Communication and sanctioning mechanisms among potentially competing members of a community competing for common-pool resources increases the efficiency and stability of resource exploitation.
  • A shared culture—generally accepted norms of behavior, common understanding, homogeneity of preferences and resources—improves the probability that a community will develop adequate rules and norms to govern the use of resources.
  • The transmission of culture, rules, and norms through information, knowledge, and skills across generations is a challenge for the stability of open, democratic, self-governing societies over time.
Keywords:
civil society
communication
competition
cooperation
game theory
group forming networks
property rights
public goods
sharing economy
Author(s) / Editor(s):
Published in:
American Journal of Economics and Sociology, vol. 63, issue 1, pages 105-147
Date:
January 2004
One Paragraph Summary:

A useful Institutional Analysis and Development (IAD) framework has evolved under the leadership of the Ostroms and their colleagues at Indiana University for over two decades. It has been applied with success in laboratory experiments on social behavior and in field studies and has enabled the creation of useful models with predictive value in diverse situations. Some results from the application of the IAD framework have lead to suggestions for effective use of common resources and norms for community decision making. The importance of effective communication and sanctioning mechanisms in effective community governance has become clear from the use of the framework.

One Page Summary:

The Institutional Analysis and Development (IAD) framework developed by the Ostroms and their colleagues at Indiana University provides a foundation for studying a multitude of theories, models, and predictions of public choice behaviors in different systems of governance and organization.

Frameworks define the action arena to which it would be applied; the resulting patterns of interactions and outcomes, and the means of evaluating those outcomes.

A framework is a general language about how varying rules, physical and material conditions, and attributes of a community affect the structure of action arenas, the incentives for actors, and resulting outcomes.

Action arenas include an action situation and the actors in that situation.

An action situation includes:

  • Participants
  • Positions
  • Outcomes
  • Action-outcome linkages
  • Control that participants exercise
  • Information
  • Cost and benefits of outcomes

Actors (individual or corporate) involve:

  • Resources brought to the situation
  • Values assigned to states of the world
  • Methods for dealing with knowledge and information
  • Selection processes for courses of action

Analysts can make strong predictions in tightly constrained situations of complete information: overuse of resources in an open commons where the actors do not share access to collective choice arenas.

Results are not as clear in situations where actors are embedded in communities with norms of fairness and conservation as well as the ability to communicate with each other.

Evaluation criteria can include a range of values for categories such as the following:

  • Economic efficiency
  • Fiscal equity among actors
  • Redistributional equity (e.g., policies to care for poorer individuals
  • Accountability
  • Conformance to a general morality
  • Adaptability to change

The IAD framework has been applied to various domains to make predictions of resulting behaviors in field settings. Examples of successful application include:

  • Police services
  • Urban public services in general
  • Common-pool resources: these were studied in laboratory as well as field settings. The IAD framework was used to create a theory of behavior. Communication of participants affects behavior: if no communication was permitted, the results approximated that of non-cooperative game theory. Communication led to different, more positive, results.
  • The IAD framework was used to develop extensive databases coding common-pool resources and diverse property regimes.

The Human Web: A Bird's-eye View of World History

One Sentence Summary:
This synthesis of world history from the days of isolated hunter-gatherer communities to the present electronically connected cosmopolitan, interconnected world shows that all of humanity today lives in a "unitary maelstrom of cooperation and competition," and that the global spread of ideas, information, and experience "constitute[s] the overarching structure of human history."
Disciplines:
History
Findings:
  • Throughout their history, humans used symbols to create webs that communicated agreed upon meanings and so, as time went by, sustained cooperation and conflict among larger and larger groups of people. Inventions that enlarged individual and collective wealth and power spread through these webs, often inequitably and with unintended consequences to the shared environment.
  • Communication technologies, including the invention of alphabetic writing, moveable type, and the electronic media from the telegraph to the telephone, radio, television, and networked personal computer have increased the unification of the world into a cosmopolitan web of competition and cooperation. The velocity of diffusion of both good and bad technologies has increased to the point that it is almost instantaneous.
Keywords:
interdependence
cultural evolution
cooperation
competition
communication
civil society
Published in:
W.W. Norton, New York
Date:
2003
One Paragraph Summary:

The spread of ideas, information, and experience in ever tightening webs of interaction describes the history of the world. The inventions of bureaucratic government (to enforce defense against competing groups); alphabetic writing (to communicate at distances greater than a village or metropolis through the use of symbols); and "portable, congregational, non-local religions"(to assuage the inequalities created by the development of more complex societies by offering the promise of a better life in the hereafter and a moral code for peoples more loosely connected than they would have been in smaller, isolated villages) resulted in the creation of metropolitan webs in the earliest civilizations in Southwest Asia and Egypt, China, and what has become India and Pakistan. Connections of separate webs by traders lead to innovation diffusion, albeit at a slower pace. Disease and economic connections also resulted from these inter-web connections. Later elaborations of these developments over millennia thickened the webs of communication and increased the velocity of information leading to the rapid diffusion of innovation: while agriculture was invented in several isolated places, the steam engine only had to be developed once. The current cosmopolitan web of cooperation and competition was accelerated by the exploitation of inventions like large ships and navigation systems, moveable type, the exploitation of energy from fossil fuels, the scientific method and its association with technology developments, and more recently, electronic communication. The complexity of society has increased along with social inequalities at the same time that cheap information technologies make those inequalities evident to all creating a “combustible mix.”

Social Science at 190 MPH on NASCAR's Biggest Speedways

One Sentence Summary:
NASCAR race draft line formations and dissolutions can serve as an example for cooperation and competition in other social domains.
Disciplines:
Economics
Sociology
Findings:
  • NASCAR drivers form and re-form into draft lines to take advantage of aerodynamic phenomena to gain an edge in competitions with other drivers who have basically equivalent automotive equipment. 'Draft partnerships' are necessary to get ahead; however, they must be abandoned strategically to win. Within a race, at high speeds, there is an ever-shifting pattern of cooperation and competition among rivals. This is a reflection of an important, desirable American trait: how to compete by doing a good job of cooperating.
  • If you don't cooperate (i.e., enter into draft lines) you will lose. However, if you don't 'defect' from deals at the right times (e.g., 'bump and run'), dissolving opportunistic partnerships, you will lose as well.
  • Reputations and trust are earned over time. Veterans rarely want to partner with rookies.
Keywords:
group forming networks
game theory
cooperation
complexity
competition
Author(s) / Editor(s):
Published in:
First Monday, Volume 5, Number 2
Date:
February 2000
One Paragraph Summary:

NASCAR drivers form and re-form into draft lines to take advantage of aerodynamic phenomena to gain an edge in competitions with other drivers who have basically equivalent automotive equipment. 'Draft partnerships' are necessary to get ahead; however, they must be abandoned strategically to win. Within a race, at high speeds, there is an ever-shifting pattern of cooperation and competition among rivals. This is a reflection of an important, desirable American trait: how to compete by doing a good job of cooperating. Essential to success in drafting are trust, acquired over time, and an effective communication support structure through networks of representatives (spotters). Complexity theory, social network analysis, and game theory are used to analyze the behaviors. The lessons are applied in other social domains.

One Page Summary:

NASCAR race draft line formations and dissolutions can serve as an example for cooperation and competition in other social domains.

NASCAR drivers form and re-form into draft lines to take advantage of aerodynamic phenomena to gain an edge in competitions with other drivers who have basically equivalent automotive equipment. 'Draft partnerships' are necessary to get ahead; however, they must be abandoned strategically to win. Within a race, at high speeds, there is an ever-shifting pattern of cooperation and competition among rivals. This is a reflection of an important, desirable American trait: how to compete by doing a good job of cooperating. Essential to success in drafting are trust, acquired over time, and an effective communication support structure through networks of representatives (spotters). Complexity theory, social network analysis, and game theory are used to analyze the behaviors. The lessons are applied in other social domains.

Communication via radio with intermediaries acting as agents (i.e., spotters) who negotiate with the intermediaries for other drivers is essential. Negotiations and deals need to be made rapidly. While deals may be cut before the race, most partnering emerges on the fly in consultation with spotters who have a larger picture of what's happening in the race. Interpersonal communication, dealmaking, and diplomatic skills may be as important as driving technique.

Partnerships are formed with trusted collaborators/competitors. Reputations are gained over time. Betrayals are remembered for years.

Veterans rarely want to partner with 'rookies'. Newcomers need to earn the confidence of the more experienced competitors.

Social science theories can be used to analyze the draft line behaviors:

  • Complexity theory: racers self-organize into structures that oscillate between order and chaos.
  • Social network analysis: draft lines are networks whose organization depends on drivers' social (interpersonal and relational properties) and human (personal properties) capital.
  • Game theory: drafting is a 'prisoner's dilemma' problem with incentives for cooperation and betrayal.

NASCAR drafting may be used as a metaphor in other domains. Examples cited include:

  • Career advancement in corporate circles: executives take along selected staff and lower-ranking executives as he or she advances, but defections from these draft lines are also common at strategic times.
  • International diplomatic and military alliances.
  • The Internet, in both its technical and social structures. Communication techniques allow the formation and re-formation of cooperating coalitions.

Evolutionary Economics: Metaphor or Unifying Paradigm?

One Sentence Summary:
Conventional economics cannot be simply augmented with biological or evolutionary metaphors; economic science must undergo a fundamental paradigm shift to recast the modern world in bioeconomic terms as a collective survival enterprise incorporating both cooperative and competitive strategies.
Disciplines:
Biology
Cultural Evolution
Economics
Findings:
  • Survival is still a problem in the post-war era, especially considering radical changes in the human biological and cultural environment (population growth, resource depletion, globalization trends, technological advances, etc..)
  • In bioeconomic struggles for survival and reproduction, neither competition nor cooperation is the sole organizing principle; both are contingent survival strategies within the larger process of adaptation.
  • Mutually beneficial relationships are common in nature as well as business, and as a species our capacity to cooperate and establish social organizations that promote these relationships may be our strongest survival strategy.
  • We can no longer expect that self-seeking rational agents will produce social order through the invisible hand of competitive markets, let alone optimal economic solutions.
  • Human inventiveness, creativity, cumulative learning, cultural values and rituals all play important interdependent roles in evolutionary change.
Keywords:
bioeconomy
competition
complexity
cooperation
cultural evolution
ecology
evolution
interdependence
Author(s) / Editor(s):
Published in:
The Journal of Social and Evolutionary Systems, 18(4): 421-435
Date:
1996
One Paragraph Summary:

The human being is not unique among the animals in having to apply limited time and energy to strategies in order to survive and reproduce. Yet modern economic theory avoids biological or psychological justifications for behavior by treating individual humans as black boxes with simple input and output. This reductionist view of economic problems neglects universal bioeconomic principles that underlie all survival enterprises. Chaos theory and modeling of non-linear dynamical systems show that economic systems display historicity: path dependency and sensitivity to past cultural and economic development. Corning lists these universal principles: that the survival problem is always contingent on the specific environment, that energy and access to information about energy are crucial to survival and reproduction, that organisms have limited time and energy to meet their needs, that competitive and cooperative strategies are both equally relevant aspects of adaptation, and that dramatic economic benefits can arise from the non-linear cooperative effects of synergies. An analytical framework under the “Interactional Paradigm” would begin with the development of explicit measures of human needs satisfaction and a reexamination of the relationship between our biological, motivational substrate and our learned and cultural behaviors.

Does Market Theory Apply to Biology?

One Sentence Summary:
Although significant differences remain between biological and human economic markets, such well known biological phenomena as mating markets and partner markets can be understood more fully by looking through the lens of economic models.
Disciplines:
Biology
Cultural Evolution
Economics
Findings:
  • "There are striking parallels between the signaling games studied in biology and economics, the value of education and the peacock's tail having much in common."
  • Although there are significant differences between biological and economic markets, the use of modified economic models can shed light on biological cooperation.
Keywords:
competition
capitalism
bioeconomy
cultural evolution
evolution
Author(s) / Editor(s):
Published in:
Genetic and Cultural Evolution of Cooperation, Peter Hammerstein, Ed., MIT Press in Cooperation with Dahlem Universityh Press
Date:
2003
One Paragraph Summary:

Because sperm is cheap and eggs are costly and because both males and females can take genetic advantage by cheating on their partners or males can gain genetic advantage by abandoning offspring to be raised by others, mating behaviors in a wide range of species exhibit characteristics economists see in markets. Male songbirds share territory to mutual advantage through signals mediated by plumage color and cleaner-fish provide more thorough parasite-removing service to "customer" fish who come from far away (and are more likely to switch to other cleaners. The more general notion of biological markets grew from mating market theories with the recognition that mutualism and other partnerships were possible outside mating. Biological markets continue to differ in significant ways from the pure markets of economic theory because other biological agents do not have human cognitive capabilities, because the characteristics of individual traders are important in biology and not in economic markets where price and not plumage is the key signal, complete contracts are enforceable at no cost are assumed in economics and not possible in biological populations.

An Evolutionary Theory of Commons Management

One Sentence Summary:
The ability of humans to organize collective action on a scale much larger than would be predicted by theories of egocentric rationality can be perhaps best explained in an evolutionary context by the slow and uncertain process (not necessarily leading to a desired end) of group selection on cultural variation (distinct from group selection based only on genetic kinship), facilitated by humans' special skills at imitation and teaching.
Disciplines:
Anthropology
History
Cultural Evolution
Findings:
  • Modern institutions often replicate the social structures of our hunting and gathering ancestors. Action is coordinated through nested hierarchies that resemble small leader-controlled hunting tribes. "The most important feature of small-scale institutions is that they can tap most directly, free of problematic work-arounds, the tribal social instincts."
  • Finding ways to accelerate institutional evolution will give us a chance at dealing with the increasingly rapid changes in technology and economy of the modern era. Some way to accomplish this can be seen in the emergence of symbolic systems, large architecture for mass ritual performances, and a worldwide distribution of print media and now electronic media, which all serve to coordinate large-scale understanding, confidence and action.
  • Coercive dominance is not a sustainable way to buttress a large-scale cooperative venture. Although police (and bureaucracy to police the police) are necessary to protect the public interest, all long-term attempts to dominate a people and control the commons must somehow be embedded in a prosocial institution in order to gain legitimacy. This finding runs parallel to Ostrom's argument that norms which are seen as legitimate by locals and which diffuse the job of guarding the commons often work better than externally imposed and enforced laws.
Keywords:
bioeconomy
capitalism
competition
cooperation
cultural evolution
evolution
Published in:
National Academy Press
Date:
2002
One Paragraph Summary:

A good evolutionary theory of cooperation would account for important role of institutions and the large variation in institutions in different countries. Evolutionary theories address the origin of preferences issue that is missing from rational action explanations. Explanations that include influence of cultural evolution on decisions regarding cooperation have multiple payoffs. These models can begin to answer questions about the long time-scale process of human cooperation (the rise of capitalist economies of the past 500 years, the rise of complex societies and agriculture of the past 10 millennia). Culture and institutions are a form of inheritance, subject to a process of selection influenced by and simultaneously influencing gene selection, and in both processes the time to reach any equilibria runs into the scale of millennia. Evolutionary theories are always systemic, integrating all changes happens from the scope of the biological to the ecological and social. Rapid cultural change and large variation among groups occur "whenever multiple stable social equilibria exist, due to conformist social learning, symbolically marked boundaries, or moralistic enforcement of norms."

An Evolutionary Approach to Norms

One Sentence Summary:
Exploration of games in which punishment is possible and cheating is not automatically detected reveals that norms can emerge and stabilize only if those who fail to punish violators are also punished.
Disciplines:
Biology
Computer Science
Economics
Political Science
Findings:
  • Norms can emerge in competitive situations when players can observe each other and imitate the strategies of successful players.
  • N-person Prisoner's Dilemma games can't be resolved with simple reciprocity without enabling cooperators to also punish defectors.
  • Norms can emerge and grow stable if metanorms establish a willingness to not only punish violators but also those who fail to punish violators.
  • Norms likely emerge from behaviors that signal others to reward individuals (reputation), and spread through both imitation as well as punishment of violators.
  • "There may be some useful cooperative norms that could be hurried along with relatively modest interventions."
Keywords:
reputation
cooperation
evolution
norms
game theory
agent-based model
cultural evolution
complexity
competition
prisoners dilemma
altruism
Author(s) / Editor(s):
Published in:
American Political Science Review 80, No. 41095-1111
Date:
1997
One Paragraph Summary:

The decrease in punishment of those who failed to punish violators may have played a part in the sudden collapse of communism, and Granovetter noted that riots can have tipping points in which "a slight change in the willingness of a few people to act first can get the ball rolling." Axelrod defines norms thus: "A norm exists in a given social setting to the extent that individuals usually act in a certain way and are often punished when seen not to be acting in this way." Therefore, norms are a matter of degree, not all or nothing. "By linking vengefulness against nonpunishers with vengefulness against defectors, the metanorm provides a mechanism by which the norm against defection becomes self-policing." Reputation plays a role because defection is not only a means for a defector to harvest a payoff, but a signal that can be used be others: "a norm is likely to originate in a type of behavior that signals things about individuals that will lead others to reward them." The observation from norms-game trials that norms can sometimes establish themselves quickly led Axelrod to conclude that "there may be some useful cooperative norms that could be hurried along with relatively modest interventions."

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