Skip to content
DraconiticResearch
Search Sources API
197,783 studies31 sourcesUpdated 21 min ago
PreprintarXiv licencearXiv

Lyapunov functions for the Langevin equation with dissipative damping

Abstract

We study the well-posedness and the large time stability of the Langevin equation in the presence of potentials and dissipative damping together with additive white noise. While the confining potential is assumed to be smooth, the nonlinear damping is allowed to have either polynomial growth or singular behaviors. We construct novel Lyapunov functions and determine the corresponding parameter regimes that lead to global well-posedness or finite-time explosion. These Lyapunov functions also allow for deriving quantitative mixing rates toward equilibrium. Our results extend existing ergodic theory established for the instance of nonlinear damping satisfying suitable integrability conditions.

Related

  1. Renyi's Relative Entropy Lyapunov Functional for Convergence to Invariant Measure in Dissipative Stochastic Hamiltonian Systems
    Igor G. Vladimirov
    arXivPreprintarXiv licenceFull textAnalysis & PDEsDynamical systemsarXiv
  2. Linear Lyapunov Functions for Nonlinear Compartmental Systems
    Sondre Wiersdalen, Mike Pereira, Annika Lang +3
    IEEE Transactions on Automatic ControlPeer-reviewedCC BY 4.0Full textAnalysis & PDEsHAL
  3. Fixed-Time ISS for Interconnected Discrete-Time Systems, Part I: Extinction-Based Lyapunov Functions
    Sumadhu Rubaiyat, Jorge I. Poveda
    arXivPreprintCC BY 4.0Full textOptimisation & controlarXiv
  4. Fixed-Time ISS for Interconnected Discrete-Time Systems, Part II: Finite-Horizon Lyapunov Functions
    Sumadhu Rubaiyat, Jorge I. Poveda
    arXivPreprintCC BY 4.0Full textOptimisation & controlarXiv
  5. Data-driven approximation of regions of attraction via an LP-based selection of PWA Lyapunov functions
    Oumayma Khattabi, Matteo Tacchi-Bénard, Martin Gulan +1
    arXivPreprintCC BY 4.0Full textOptimisation & controlarXiv
BibTeX
@misc{mian2026lyapunov,
  title = {{Lyapunov functions for the Langevin equation with dissipative damping}},
  author = {Barkat Mian and Hung D. Nguyen},
  howpublished = {arXiv},
  year = {2026},
  month = nov,
  doi = {10.48550/arxiv.2611.01187},
  eprint = {2611.01187},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2611.01187},
}
RIS
TY  - UNPB
TI  - Lyapunov functions for the Langevin equation with dissipative damping
AU  - Barkat Mian
AU  - Hung D. Nguyen
PY  - 2026
DA  - 2026/11/01
PB  - arXiv
DO  - 10.48550/arxiv.2611.01187
UR  - https://arxiv.org/abs/2611.01187
AB  - We study the well-posedness and the large time stability of the Langevin equation in the presence of potentials and dissipative damping together with additive white noise. While the confining potential is assumed to be smooth, the nonlinear damping is allowed to have either polynomial growth or singular behaviors. We construct novel Lyapunov functions and determine the corresponding parameter regimes that lead to global well-posedness or finite-time explosion. These Lyapunov functions also allow for deriving quantitative mixing rates toward equilibrium. Our results extend existing ergodic theory established for the instance of nonlinear damping satisfying suitable integrability conditions.
ER  -