Equilibrium transport with time-inconsistent costs
Abstract
Given two probability measures on sequential data, we investigate the transport problem with time-inconsistent preferences in a discrete-time setting. Motivating examples are nonlinear objectives, state-dependent costs, and regularized optimal transport with general -divergence. Under the bicausal constraint, we introduce the concept of equilibrium transport. Existence is proved in the semi-discrete Markovian case and the continuous non-Markovian case with strict quasiconvexity, while uniqueness also holds in the second case. We apply our framework to study mean-variance dynamic matching, nonlinear or state-dependent objectives with Gaussian data, and mismatches in job markets. Numerical results indicate a positive relationship between mismatches and state dependence.
Keywords
Cite
@article{arxiv.2302.01498,
title = {Equilibrium transport with time-inconsistent costs},
author = {Erhan Bayraktar and Bingyan Han},
journal= {arXiv preprint arXiv:2302.01498},
year = {2025}
}
Comments
Add the Cobb-Douglas example