Computing equilibria in markets with budget-additive utilities

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...

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Main Authors: Garg, Jugal, Hoefer, Martin, Bei, Xiaohui, Mehlhorn, Kurt
Other Authors: School of Physical and Mathematical Sciences
Format: Article
Language:English
Published: 2018
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Online Access:https://hdl.handle.net/10356/89959
http://hdl.handle.net/10220/47170
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-899592023-02-28T19:24:09Z Computing equilibria in markets with budget-additive utilities Garg, Jugal Hoefer, Martin Bei, Xiaohui Mehlhorn, Kurt School of Physical and Mathematical Sciences Budget-Additive Utility DRNTU::Science::Mathematics Market Equilibrium 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. Published version 2018-12-21T04:52:02Z 2019-12-06T17:37:29Z 2018-12-21T04:52:02Z 2019-12-06T17:37:29Z 2016 Journal Article Bei, X., Garg, J., Hoefer, M., & Mehlhorn, K. (2016). Computing equilibria in markets with budget-additive utilities. Leibniz International Proceedings in Informatics, 57, 8-. doi:10.4230/LIPIcs.ESA.2016.8 https://hdl.handle.net/10356/89959 http://hdl.handle.net/10220/47170 10.4230/LIPIcs.ESA.2016.8 en Leibniz International Proceedings in Informatics © 2016 Xiaohui Bei, Jugal Garg, Martin Hoefer, and Kurt Mehlhorn; Licensed under Creative Commons License CC-BY. 14 p. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Budget-Additive Utility
DRNTU::Science::Mathematics
Market Equilibrium
spellingShingle Budget-Additive Utility
DRNTU::Science::Mathematics
Market Equilibrium
Garg, Jugal
Hoefer, Martin
Bei, Xiaohui
Mehlhorn, Kurt
Computing equilibria in markets with budget-additive utilities
description 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.
author2 School of Physical and Mathematical Sciences
author_facet School of Physical and Mathematical Sciences
Garg, Jugal
Hoefer, Martin
Bei, Xiaohui
Mehlhorn, Kurt
format Article
author Garg, Jugal
Hoefer, Martin
Bei, Xiaohui
Mehlhorn, Kurt
author_sort Garg, Jugal
title Computing equilibria in markets with budget-additive utilities
title_short Computing equilibria in markets with budget-additive utilities
title_full Computing equilibria in markets with budget-additive utilities
title_fullStr Computing equilibria in markets with budget-additive utilities
title_full_unstemmed Computing equilibria in markets with budget-additive utilities
title_sort computing equilibria in markets with budget-additive utilities
publishDate 2018
url https://hdl.handle.net/10356/89959
http://hdl.handle.net/10220/47170
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