Pareto Optimal Allocation under Compact Uncertain Preferences
نویسندگان
چکیده
منابع مشابه
Pareto Optimal Allocation under Uncertain Preferences
The assignment problem is one of the most wellstudied settings in social choice, matching, and discrete allocation. We consider this problem with the additional feature that agents’ preferences involve uncertainty. The setting with uncertainty leads to a number of interesting questions including the following ones. How to compute an assignment with the highest probability of being Pareto optima...
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A paradigmatic problem in social choice theory deals with the aggregation of subjective preferences of individuals — represented as rankings of alternatives — into a social ranking. We are interested in settings where individuals are uncertain about their own preferences, and represent their uncertainty as distributions over rankings. Under the classic objective of minimizing the (expected) sum...
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Considering the uncertainty of economic conditions, multi-objective optimisation can be favoured to single-objective optimisation for process design. However, from the Pareto sets generated by multi-objective optimisation it is not obvious to identify the best one, given that each solution is optimal with regard to the selected objectives. A method taking into account the economic parameters un...
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The securities market is the fundamental theo retical framework in economics and finance for resource allocation under uncertainty. Securi ties serve both to reallocate risk and to dissem inate probabilistic information. Complete securi ties markets-which contain one security for ev ery possible state of nature-support Pareto op timal allocations of risk. Complete markets suf fer from th...
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ژورنال
عنوان ژورنال: Proceedings of the AAAI Conference on Artificial Intelligence
سال: 2019
ISSN: 2374-3468,2159-5399
DOI: 10.1609/aaai.v33i01.33011740