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arXiv · 2002.06287

Traveling waves in a mean field learning model

George Papanicolaou·Lenya Ryzhik·Katerina Velcheva
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Abstract

Lucas and Moll have proposed a system of forward-backward partial differential equations that model knowledge diffusion and economic growth. It arises from a microscopic model of learning for a mean-field type interacting system of individual agents. In this paper, we prove existence of traveling wave solutions to this system. They correspond to what is known in economics as balanced growth path solutions. We also study the dependence of the solutions and their propagation speed on various economic parameters of the system.

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George Papanicolaou, Lenya Ryzhik, Katerina Velcheva. 2020-02-15. Traveling waves in a mean field learning model. https://doi.org/10.1088/1361-6544/abcc4d

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