5 citations · 5 across the 3 of their papers we have counts for
3 papers
Improved convergence rates for the multiobjective Frank-Wolfe method
Douglas S. Gonçalves, Max L. N. Gonçalves, Jefferson G. Melo
This paper analyzes the convergence rates of the {\it Frank-Wolfe } method for solving convex constrained multiobjective optimization. We establish improved convergence rates under…
A Proximal Gradient Method with an Explicit Line search for Multiobjective Optimization
Yunier Bello-Cruz, J. G. Melo, L. F. Prudente +1
We present a proximal gradient method for solving convex multiobjective optimization problems, where each objective function is the sum of two convex functions, with one assumed to…
Extending the ergodic convergence rate of the proximal ADMM
Max L. N. Goncalves, Jefferson G. Melo, Renato D. C. Monteiro
Pointwise and ergodic iteration-complexity results for the proximal alternating direction method of multipliers (ADMM) for any stepsize in(0,(1+\sqrt{5})/2) have been recently esta…