3 papers
math.OC2026
Long-time behavior and turnpike properties of linear-quadratic graphon mean field control problems
Erhan Bayraktar, Zhongyuan Cao, Jiamin Jian
We investigate the asymptotic behavior and turnpike properties of graphon mean field control (GMFC) problems in the linear-quadratic setting. We consider both a finite-horizon GMFC…
math.OC2026
Scalable method for mean field control with kernel interactions via random Fourier features
Zhongyuan Cao, Kaustav Das, Nicolas Langrené +1
We develop a scalable algorithm for mean field control problems with kernel interactions by combining particle system simulations with random Fourier feature approximations. The me…
math.OC2025
Probabilistic Analysis of Graphon Mean Field Control
Zhongyuan Cao, Mathieu Laurière
Motivated by recent interest in graphon mean field games and their applications, this paper provides a comprehensive probabilistic analysis of graphon mean field control (GMFC) pro…