4 papers
Fast Accelerated Proximal Gradient Method with New Extrapolation Term for Multiobjective Optimization
Chengzhi Huang
In this paper, we propose a novel extrapolation coefficient scheme within a new extrapolation term and develop an accelerated proximal gradient algorithm. We establish that the alg…
A Smoothing Accelerated Proximal Gradient Method with Nonmonotone Backtracking Strategy for Convex Nonsmooth Composite Multiobjective Optimization
Huang Chengzhi
This paper studies convex nonsmooth composite multiobjective optimization problems, whose objectives combine a convex term admitting a smooth approximation with a proper, closed, a…
Accelerated Proximal Gradient Method with Backtracking for Multiobjective Optimization
Chengzhi Huang, Jian Chen, Liping Tang
This paper proposes a new backtracking strategy based on the FISTA accelerated algorithm for multiobjective optimization problems. The strategy focuses on solving the problem of Li…
Smoothing Accelerated Proximal Gradient Method with Fast Convergence Rate for Nonsmooth Multi-objective Optimization
Chengzhi Huang
This paper proposes a Smoothing Accelerated Proximal Gradient Method with Extrapolation Term (SAPGM) for nonsmooth multiobjective optimization. By combining the smoothing methods a…