Bei, Xiaohui ;
Garg, Jugal ;
Hoefer, Martin ;
Mehlhorn, Kurt
Computing Equilibria in Markets with Budget-Additive Utilities
Abstract
We present the first analysis of Fisher markets with buyers that have budget-additive utility functions. Budget-additive utilities are elementary concave functions with numerous applications in online adword markets and revenue optimization problems. They extend the standard case of linear utilities and have been studied in a variety of other market models. In contrast to the frequently studied CES utilities, they have a global satiation point which can imply multiple market equilibria with quite different characteristics. Our main result is an efficient combinatorial algorithm to compute a market equilibrium with a Pareto-optimal allocation of goods. It relies on a new descending-price approach and, as a special case, also implies a novel combinatorial algorithm for computing a market equilibrium in linear Fisher markets. We complement this positive result with a number of hardness results for related computational questions. We prove that it isNP-hard to compute a market equilibrium that maximizes social welfare, and it is PPAD-hard to find any market equilibrium with utility functions with separate satiation points for each buyer and each good.
BibTeX - Entry
@InProceedings{bei_et_al:LIPIcs:2016:6350,
author = {Xiaohui Bei and Jugal Garg and Martin Hoefer and Kurt Mehlhorn},
title = {{Computing Equilibria in Markets with Budget-Additive Utilities}},
booktitle = {24th Annual European Symposium on Algorithms (ESA 2016)},
pages = {8:1--8:14},
series = {Leibniz International Proceedings in Informatics (LIPIcs)},
ISBN = {978-3-95977-015-6},
ISSN = {1868-8969},
year = {2016},
volume = {57},
editor = {Piotr Sankowski and Christos Zaroliagis},
publisher = {Schloss Dagstuhl--Leibniz-Zentrum fuer Informatik},
address = {Dagstuhl, Germany},
URL = {http://drops.dagstuhl.de/opus/volltexte/2016/6350},
URN = {urn:nbn:de:0030-drops-63504},
doi = {10.4230/LIPIcs.ESA.2016.8},
annote = {Keywords: Budget-Additive Utility, Market Equilibrium, Equilibrium Computation}
}
Keywords: |
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Budget-Additive Utility, Market Equilibrium, Equilibrium Computation |
Seminar: |
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24th Annual European Symposium on Algorithms (ESA 2016)
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Issue date: |
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2016 |
Date of publication: |
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18.08.2016 |
18.08.2016