Markets for Public Decision-making

07/27/2018
by   Nikhil Garg, et al.
0

A public decision-making problem consists of a set of issues, each with multiple possible alternatives, and a set of competing agents, each with a preferred alternative for each issue. We study adaptations of market economies to this setting, focusing on binary issues. Issues have prices, and each agent is endowed with artificial currency that she can use to purchase probability for her preferred alternatives (we allow randomized outcomes). We first show that when each issue has a single price that is common to all agents, market equilibria can be arbitrarily bad. This negative result motivates a different approach. We present a novel technique called "pairwise issue expansion", which transforms any public decision-making instance into an equivalent Fisher market, the simplest type of private goods market. This is done by expanding each issue into many goods: one for each pair of agents who disagree on that issue. We show that the equilibrium prices in the constructed Fisher market yield a "pairwise pricing equilibrium" in the original public decision-making problem which maximizes Nash welfare. More broadly, pairwise issue expansion uncovers a powerful connection between the public decision-making and private goods settings; this immediately yields several interesting results about public decisions markets, and furthers the hope that we will be able to find a simple iterative voting protocol that leads to near-optimum decisions.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
05/09/2023

Effects of data time lag in a decision-making system using machine learning for pork price prediction

Spain is the third-largest producer of pork meat in the world, and many ...
research
05/21/2020

Markets for Efficient Public Good Allocation with Social Distancing

Public goods are often either over-consumed in the absence of regulatory...
research
04/06/2019

Optimal Nash Equilibria for Bandwidth Allocation

In bandwidth allocation, competing agents wish to transmit data along pa...
research
10/30/2020

Bandits in Matching Markets: Ideas and Proposals for Peer Lending

Motivated by recent applications of sequential decision making in matchi...
research
07/13/2018

Markets Beyond Nash Welfare for Leontief Utilities

We study the allocation of divisible goods to competing agents via a mar...
research
03/09/2021

Complex decision-making strategies in a stock market experiment explained as the combination of few simple strategies

Many studies have shown that there are regularities in the way human bei...
research
06/08/2023

Condorcet Markets

The paper studies information markets about single events from an episte...

Please sign up or login with your details

Forgot password? Click here to reset