Coupled McKean-Vlasov stochastic differential equations with jumps
Huijie Qiao

TL;DR
This paper studies coupled McKean-Vlasov stochastic differential equations with jumps, establishing superposition principles, well-posedness conditions, and ergodic properties, including exponential ergodicity, for these complex stochastic systems.
Contribution
It introduces superposition principles and well-posedness conditions for coupled MVSDEs with jumps, and investigates their ergodic behavior, including exponential ergodicity.
Findings
Superposition principles for coupled MVSDEs with jumps established
Conditions for well-posedness of solutions provided
Exponential ergodicity demonstrated for certain MVSDEs with jumps
Abstract
This work concerns a type of coupled McKean-Vlasov stochastic differential equations (MVSDEs in short) with jumps. First, we prove superposition principles for these coupled MVSDEs with jumps and non-local space-distribution dependent Fokker-Planck equations. Since superposition principles are related to the well-posedness of weak solutions for coupled MVSDEs with jumps, then we give some conditions to assure it. After this, we construct space-distribution valued Markov processes associated with these coupled MVSDEs with jumps. Finally, the ergodicity of these coupled MVSDEs with jumps are investigated. As a by-product, we show the exponential ergodicity for a type of MVSDEs with jumps.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsStochastic processes and financial applications · Gas Dynamics and Kinetic Theory · Mathematical Biology Tumor Growth
