2 citations · 5 across the 14 of their papers we have counts for
3 papers · 1 filter
Comparison of derivative-free and gradient-based minimization for multi-objective compositional design of shape memory alloys
S. Josyula, Y. Noiman, E. J. Payton +1
Designing shape memory alloys (SMAs) that meet performance targets while remaining affordable and sustainable is a complex challenge. In this work, we focus on optimizing SMA compo…
A stochastic gradient method for trilevel optimization
Tommaso Giovannelli, Griffin Dean Kent, Luis Nunes Vicente
With the success that the field of bilevel optimization has seen in recent years, similar methodologies have started being applied to solving more difficult applications that arise…
Pareto sensitivity, most-changing sub-fronts, and knee solutions
Tommaso Giovannelli, Marcos Medeiros Raimundo, Luis Nunes Vicente
When dealing with a multi-objective optimization problem, identifying Pareto optimal solutions that capture relevant trade-offs may not be straightforward. Popular choices include…