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20242026
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math.OC2026

Mean Field Stackelberg Game for Production and Carbon Emission Reduction with State Reflections

Lijun Bo, Zhen Liu, Jingfei Wang +1

Global warming, driven by anthropogenic carbon emissions with transboundary pollution characteristics and irreversible damage, poses an existential threat to human society. This pa…

math.OC2025

Mean Field Control with Poissonian Common Noise: A Pathwise Compactification Approach

Lijun Bo, Jingfei Wang, Xiaoli Wei +1

This paper contributes to the compactification approach to study mean-field control problems with Poissonian common noise. To overcome the lack of compactness and continuity issues…

math.OC2025

Mean Field Game of Controls with State Reflections: Existence and Limit Theory

Lijun Bo, Jingfei Wang, Xiang Yu

This paper studies mean field game (MFG) of controls by featuring the state-control joint distribution and the reflected state process at an exogenous stochastic reflection boundar…

math.OC2025

Constrained mean-field control with singular controls: Existence, stochastic maximum principle and constrained FBSDE

Lijun Bo, Jingfei Wang, Xiang Yu

This paper studies a class of mean-field control (MFC) problems with singular controls under general dynamic state-control-law constraints. We first propose a customized relaxed co…

math.OC2024

Extended mean-field control under constraints: The generalized Fritz-John conditions and Lagrangian method

Lijun Bo, Jingfei Wang, Xiang Yu

This paper studies mean-field control with joint law dependence under dynamic expectation constraints and/or dynamic state-control-law constraints. We pioneer the establishment of…

math.OC2024

Extended mean-field control problems with Poissonian common noise: Stochastic maximum principle and Hamiltonian-Jacobi-Bellman equation

Lijun Bo, Jingfei Wang, Xiaoli Wei +1

This paper studies mean-field control problems with state-control joint law dependence and Poissonian common noise. We develop the stochastic maximum principle (SMP) and establish…