Quantum algorithm for large-scale market equilibrium computation

PW Huang, P Rebentrost - arXiv preprint arXiv:2405.13788, 2024 - arxiv.org
Classical algorithms for market equilibrium computation such as proportional response
dynamics face scalability issues with Internet-based applications such as auctions …

Large-Scale Contextual Market Equilibrium Computation through Deep Learning

Y Ma, Y Bian, H Xu, W Yang, J Zhao, Z Duan… - arXiv preprint arXiv …, 2024 - arxiv.org
Market equilibrium is one of the most fundamental solution concepts in economics and
social optimization analysis. Existing works on market equilibrium computation primarily …

On Stability and Learning of Competitive Equilibrium in Generalized Fisher Market Models: A Variational Inequality Approach

M Datar - arXiv preprint arXiv:2501.07265, 2025 - arxiv.org
In this work, we study a generalized Fisher market model that incorporates social influence.
In this extended model, a buyer's utility depends not only on their own resource allocation …