Finite Memory Distributed Systems
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Victor Dorofeenko
A distributed system model is studied, where individual agents play repeatedly against each other and change their strategies based upon previous play. It is shown how to model this environment in terms of continuous population densities of agent types. A complication arises because the population densities of different strategies depend upon each other not only through game payoffs, but also through the strategy distributions themselves. In spite of this, it is shown that when an agent imitates the strategy of his previous opponent at a sufficiently high rate, the system of equations which governs the dynamical evolution of agent populations can be reduced to one equation for the total population. In a sense, the dynamics 'collapse' to the dynamics of the entire system taken as a whole, which describes the behavior of all types of agents. We explore the implications of this model, and present both analytical and simulation results.
©2011 Walter de Gruyter GmbH & Co. KG, Berlin/Boston
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Articles in the same Issue
- Advances Article
- Evolutionary Dynamics and Long-Run Selection
- Party Competition under Private and Public Financing: A Comparison of Institutions
- Limited Observation in Mutual Consent Networks
- Status Concerns and Occupational Choice Under Uncertainty
- Choice under Limited Uncertainty
- A Vague Theory of Choice over Time
- Strategic Implications of Uncertainty over One's Own Private Value in Auctions
- Contributions Article
- Snobs and Quality Gaps
- General Option Exercise Rules, with Applications to Embedded Options and Monopolistic Expansion
- Liars and Inspectors: Optimal Financial Contracts When Monitoring is Non-Observable
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- A Spatial Election with Common Values
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- Multiple Lending and Constrained Efficiency in the Credit Market
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- Assessing the Likelihood of Panic-Based Bank Runs
- Are Manufacturers Competing through or with Supermarkets? A Theoretical Investigation
- Existence of Equilibrium for Segmented Markets Models with Interest Rate Monetary Policies
- Affiliated Common Value Auctions with Differential Information: The Two Bidder Case
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- Robust Portfolio Selection with and without Relative Entropy
- Increased Risk-Bearing with Background Risk
- Resources as an Input of Production in a Two-Sector Economy
- Why the Reserve Price Should Not Be Kept Secret
- A Strategic Analysis of Terrorist Activity and Counter-Terrorism Policies
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- An Amendment to Baumol's Burden Test
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