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math.OC2021
A Constraint Handling Approach with Guaranteed Feasibility for Surrogate Based Optimization
Ahmed Abouhussein, Nusrat Islam, Yulia T. Peet
Gradient-free optimization methods, such as surrogate based optimization (SBO) methods, and genetic (GAs), or evolutionary (EAs) algorithms have gained popularity in the field of c…
math.OC2014★ 17 cited
Solving Large-Scale Robust Stability Problems by Exploiting the Parallel Structure of Polya's Theorem
Reza Kamyar, Matthew M. Peet, Yulia Peet
In this paper, we propose a distributed computing approach to solving large-scale robust stability problems on the simplex. Our approach is to formulate the robust stability proble…