Cover Image

Uniform-in-time weak propagation of chaos for consensus-based optimization

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Bayraktar, Erhan, Ekren, Ibrahim, Zhou, Hongyi
Format:	Preprint
Published:	2025
Subjects:	Optimization and Control Machine Learning Probability 35Q89, 37N40, 93D50, 82C31, 90C26
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Uniform-in-time propagation of chaos for consensus-based minimax algorithm
by: Bayraktar, Erhan, et al.
Published: (2026)

Non-Convex Global Optimization as an Optimal Stabilization Problem: Convergence Rates
by: Huang, Yuyang, et al.
Published: (2025)

Non-Convex Global Optimization as an Optimal Stabilization Problem: Dynamical Properties
by: Huang, Yuyang, et al.
Published: (2025)

Polarized consensus-based dynamics for optimization and sampling
by: Bungert, Leon, et al.
Published: (2022)

Stochastic optimal transport for the Langevin dynamics and its zero--mass limit
by: Mikami, Toshio
Published: (2025)

Exponential turnpike property for particle systems and mean-field limit
by: Herty, Michael, et al.
Published: (2024)

The turnpike property for mean-field optimal control problems
by: Gugat, Martin, et al.
Published: (2023)

Yuille-Poggio's Flow and Global Minimizer of Polynomials through Convexification by Heat Evolution
by: Wang, Qiao
Published: (2023)

A modified Consensus-Based Optimization model: consensus formation and uniform-in-time propagation of chaos
by: Choi, Young-Pil, et al.
Published: (2025)

A multiscale Consensus-Based algorithm for multi-level optimization
by: Herty, Michael, et al.
Published: (2024)

Swarm-based optimization with jumps: a kinetic BGK framework and convergence analysis
by: Borghi, Giacomo, et al.
Published: (2025)

Self-interacting CBO: Existence, uniqueness, and long-time convergence
by: Huang, Hui, et al.
Published: (2024)

Chaos propagation in genetic algorithms: An optimal transport approach
by: Borghi, Giacomo
Published: (2026)

Uniform-in-time propagation of chaos for Consensus-Based Optimization
by: Gerber, Nicolai, et al.
Published: (2025)

Fast and robust consensus-based optimization via optimal feedback control
by: Huang, Yuyang, et al.
Published: (2024)

An interacting particle consensus method for constrained global optimization
by: Carrillo, José A., et al.
Published: (2024)

Kinetic description and convergence analysis of genetic algorithms for global optimization
by: Borghi, Giacomo, et al.
Published: (2023)

Uniform-in-time propagation of chaos for Second-Order Consensus-Based Optimization
by: Ha, Seung-Yeal, et al.
Published: (2026)

Approximate controllability for 2D Euler equations
by: Rodrigues, Sérgio S.
Published: (2024)

Optimal strategies for controlled growth in metastable Kawasaki dynamics
by: Baldassarri, Simone, et al.
Published: (2026)

On the inadequacy of nudging data assimilation algorithms for non-dissipative systems
by: Titi, Edriss S., et al.
Published: (2024)

Uniform-in-time mean-field limit estimate for the Consensus-Based Optimization
by: Huang, Hui, et al.
Published: (2024)

Solving Regularized Multifacility Location Problems with Unknown Number of Centers via Difference-of-Convex Optimization
by: Geremew, W., et al.
Published: (2026)

Characterization of Normalizer of Lie Superalgebra and its Application to Control Theory
by: Sahoo, Aroonima, et al.
Published: (2026)

Ergodicity and turnpike properties of linear-quadratic mean field control problems
by: Bayraktar, Erhan, et al.
Published: (2025)

Kinetic models for optimization: a unified mathematical framework for metaheuristics
by: Borghi, Giacomo, et al.
Published: (2024)

Convergence of Time-Averaged Mean Field Gradient Descent Dynamics for Continuous Multi-Player Zero-Sum Games
by: Lu, Yulong, et al.
Published: (2025)

Fundamental diagram constrained dynamic optimal transport via proximal splitting methods
by: Dong, Anqi, et al.
Published: (2025)

Sticky dispersion on the complete graph: a kinetic approach
by: Cao, Fei, et al.
Published: (2024)

Comparison of viscosity solutions for a class of second order PDEs on the Wasserstein space
by: Bayraktar, Erhan, et al.
Published: (2023)

Zador Theorem for optimal quantization with respect to Bregman divergences
by: Boutoille, Guillaume, et al.
Published: (2026)

Deep Relaxation of Controlled Stochastic Gradient Descent via Singular Perturbations
by: Bardi, Martino, et al.
Published: (2022)

Importance sampling of unbounded random stopping times: computing committor functions and exit rates without reweighting
by: Hartmann, Carsten, et al.
Published: (2026)

Uniform propagation of chaos for a dollar exchange econophysics model
by: Cortez, Roberto, et al.
Published: (2022)

Relative entropy and modulated free energy without confinement via self-similar transformation
by: Rosenzweig, Matthew, et al.
Published: (2024)

Stability and Sample Complexity of Divergence Regularized Optimal Transport
by: Bayraktar, Erhan, et al.
Published: (2022)

Viscosity Solutions of Fully second-order HJB Equations in the Wasserstein Space
by: Bayraktar, Erhan, et al.
Published: (2025)

Optimal strategies for the growth of dual-seeded lattice structures
by: de Jongh, Maike C., et al.
Published: (2025)

System stabilization with policy optimization on unstable latent manifolds
by: Werner, Steffen W. R., et al.
Published: (2024)

Swarming by curvature control in arbitrary dimension
by: Degond, Pierre, et al.
Published: (2025)