3 papers
math.OC2025
A consensus-based optimization method for nonsmooth nonconvex programs with approximated gradient descent scheme
Jiazhen Wei, Fan Wu, Wei Bian
In this paper, we are interested in finding the global minimizer of a nonsmooth nonconvex unconstrained optimization problem. By combining the discrete consensus-based optimization…
cs.CR2024
Dynaseal: A Backend-Controlled LLM API Key Distribution Scheme with Constrained Invocation Parameters
Jiahao Zhao, Jiayi Nan, Lai Wei +2
Due to the exceptional performance of Large Language Models (LLMs) in diverse downstream tasks,there has been an exponential growth in edge-device requests to cloud-based models.Ho…
math.OC2024
Stochastic linear-quadratic differential game with Markovian jumps in an infinite horizon
Fan Wu, Xun Li, Jie Xiong +1
This paper investigates a two-person non-homogeneous linear-quadratic stochastic differential game (LQ-SDG, for short) in an infinite horizon for a system regulated by a time-invar…