Internet Auctions With Artificial Adaptive Agents

Internet Auctions With Artificial Adaptive Agents
Author :
Publisher :
Total Pages : 36
Release :
ISBN-10 : OCLC:1290219019
ISBN-13 :
Rating : 4/5 ( Downloads)

Book Synopsis Internet Auctions With Artificial Adaptive Agents by : John Duffy

Download or read book Internet Auctions With Artificial Adaptive Agents written by John Duffy and published by . This book was released on 2015 with total page 36 pages. Available in PDF, EPUB and Kindle. Book excerpt: Many internet auction sites implement ascending-bid, second-price auctions. Empirically, last minute or quot;latequot; bidding is frequently observed in quot;hard-closequot; but not in quot;soft-closequot; versions of these auctions. In this paper, we introduce an independent private-value repeated internet auction model to explain this observed difference in bidding behavior. We use finite automata to model the repeated auction strategies. We report results from simulations involving populations of artificial bidders who update their strategies via a genetic algorithm. We show that our model can deliver late or early bidding behavior, depending on the auction closing rule in accordance with the empirical evidence. Among other findings, we observe that hard-close auctions raise less revenue than soft-close auctions. We also investigate interesting properties of the evolving strategies and arrive at some conclusions regarding both auction designs from a market design point of view.

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