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Analysing Buyers’ and Sellers’ Strategic Interactions in Marketplaces: An Evolutionary Game Theoretic Approach
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| Lecture Notes in Business Information Processing |
Agent-Mediated Electronic Commerce and Trading Agent Design and Analysis AAMAS 2007 Workshop, AMEC 2007, Honolulu, Hawaii, May 14, 2007, and AAAI 2007 Workshop, TADA 2007, Vancouver, Canada, July
23, 2007, Selected and Revised Papers
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| 10.1007/978-3-540-88713-3_11 |
| John Collins, Peyman Faratin, Simon Parsons, Juan A. Rodriguez-Aguilar, Norman M. Sadeh, Onn Shehory and Elizabeth Sklar |
Analysing Buyers’ and Sellers’ Strategic Interactions in Marketplaces: An Evolutionary Game Theoretic Approach
Perukrishnen Vytelingum7 , Dave Cliff7 and Nicholas R. Jennings7 
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School of Electronics and Computer Science, University of Southampton, Southampton, SO17 1BJ, UK |
Abstract
We develop a new model to analyse the strategic behaviour of buyers and sellers in market mechanisms. In particular, we wish to understand how the different strategies they adopt affect their economic
efficiency in the market and to understand the impact of these choices on the overall efficiency of the marketplace. To this
end, we adopt a two-population evolutionary game theoretic approach, where we consider how the behaviours of both buyers and
sellers evolve in marketplaces. In so doing, we address the shortcomings of the previous state-of-the-art analytical model
that assumes that buyers and sellers have to adopt the same mixed strategy in the market. Finally, we apply our model in one
of the most common market mechanisms, the Continuous Double Auction, and demonstrate how it allows us to provide new insights
into the strategic interactions of such trading agents.
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