Zobrazeno 1 - 10
of 227
pro vyhledávání: '"Cerone, V."'
We propose a novel continuous-time algorithm for inequality-constrained convex optimization inspired by proportional-integral control. Unlike the popular primal-dual gradient dynamics, our method includes a proportional term to control the primal var
Externí odkaz:
http://arxiv.org/abs/2409.07168
The continuous-time analysis of existing iterative algorithms for optimization has a long history. This work proposes a novel continuous-time control-theoretic framework for equality-constrained optimization. The key idea is to design a feedback cont
Externí odkaz:
http://arxiv.org/abs/2403.12738
The problem of sparse linear regression is relevant in the context of linear system identification from large datasets. When data are collected from real-world experiments, measurements are always affected by perturbations or low-precision representa
Externí odkaz:
http://arxiv.org/abs/2003.14389
Boolean quadratic optimization problems occur in a number of applications. Their mixed integer-continuous nature is challenging, since it is inherently NP-hard. For this motivation, semidefinite programming relaxations (SDR's) are proposed in the lit
Externí odkaz:
http://arxiv.org/abs/2003.08696
Publikováno v:
In IFAC PapersOnLine 2021 54(7):298-303
Publikováno v:
In Control Engineering Practice March 2020 96
Publikováno v:
In IFAC PapersOnLine 2018 51(15):1026-1031
Publikováno v:
IFAC-PapersOnLine; January 2024, Vol. 58 Issue: 15 p163-168, 6p
Publikováno v:
In IFAC PapersOnLine 2015 48(28):957-962