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- Title
- Evolution of cooperation in the light of information theory
- Creator
- Mirmomeni, Masoud
- Date
- 2015
- Collection
- Electronic Theses & Dissertations
- Description
-
Cooperation is ubiquitous in different biological levels and is necessary for evolution to shape the life and create new forms of organization. Genes cooperate in controlling cells; cells efficiently collaborate together to produce cohesive multi-cellular organisms; members of insect colonies and animal clans cooperate in protecting the colony and providing food. Cooperation means that members of a group bear a cost, c, for another individuals to earn a benefit, b. While cooperators of the...
Show moreCooperation is ubiquitous in different biological levels and is necessary for evolution to shape the life and create new forms of organization. Genes cooperate in controlling cells; cells efficiently collaborate together to produce cohesive multi-cellular organisms; members of insect colonies and animal clans cooperate in protecting the colony and providing food. Cooperation means that members of a group bear a cost, c, for another individuals to earn a benefit, b. While cooperators of the group help others by paying a cost, defectors receive the benefits of this altruistic behavior without providing any service in return to the group. To address this dilemma, here we use a game theoretic approach to model and study evolutionary dynamics that can lead to unselfish behavior. Evolutionary game theory is an approach to study frequency-dependent systems. In evolutionary games the fitness of individuals depends on the relative abundance of the various types in the population. We explore different strategies and different games such as iterated games between players with conditional strategies, multi player games, and iterated games between fully stochastic strategies in noisy environments to find the necessity conditions that lead to cooperation. Interestingly, we see that in all of these games communication is the key factor for maintaining cooperation among selfish individuals. We show that communication and information exchange is necessary for the emergence of costly altruism, and to maintain cooperation in the group there should be minimum rate of communication between individuals. We quantify this minimum amount of information exchange, which is necessary for individuals to exhibit cooperative behavior, by defining a noisy communication channel between them in iterated stochastic games and measuring the communication rate (in bits) during the break down of cooperation.
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