Perturbed primal-dual dynamics with damping and time scaling coefficients for affine constrained convex optimization problems

التفاصيل البيبلوغرافية
العنوان: Perturbed primal-dual dynamics with damping and time scaling coefficients for affine constrained convex optimization problems
المؤلفون: He, Xin, Hu, Rong, Fang, Ya-Ping
سنة النشر: 2021
المجموعة: Mathematics
مصطلحات موضوعية: Mathematics - Optimization and Control
الوصف: In Hilbert space, we propose a family of primal-dual dynamical system for affine constrained convex optimization problem. Several damping coefficients, time scaling coefficients, and perturbation terms are thus considered. By constructing the energy functions, we investigate the convergence rates with different choices of the damping coefficients and time scaling coefficients. Our results extend the inertial dynamical approaches for unconstrained convex optimization problems to affine constrained convex optimization problems.
نوع الوثيقة: Working Paper
URL الوصول: http://arxiv.org/abs/2106.13702
رقم الأكسشن: edsarx.2106.13702
قاعدة البيانات: arXiv