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Managing large scale computational markets


Author(s) : Arne Andersson Arne Andersson Arne Andersson Fredrik Ygge Fredrik Ygge, 
Publisher : N/A
Publication Date : 1998
ISSN : N/A
Abstract : http://www.dna.lth.se/home/Arne Andersson/ General equilibrium theory has been proposed for resource allocation in computational markets. The basic procedure is that agents submit bids and that a resource (re)allocation is performed when a set of prices (one for each commodity) is found such that supply meets demand for each commodity. For successful implementation of large markets based on general equilibrium theory, e-cient algorithms for nding the equilibrium are required. We discuss some drawbacks of current algorithms for large scale equilibrium markets and present a novel distributed algorithm, CoTree, which deals with the most important problems. CoTree is communication sparse, fast in adapting to preference changes of a few agents, have minimal requirements on local data, and is easy to implement. 1,