CV Lattes
Google Scholar Citations
Universidade Estadual de Campinas (UNICAMP). Instituto de Matemática, Estatística e Computação Científica (IMECC) (Institutional affiliation from the last research proposal) Birthplace: Brazil
graduation at Matemática (Bacharelado) from Universidade Estadual Paulista Júlio de Mesquita Filho (2010), master's at Computer Science from Universidade de São Paulo (2013) and doctorate at Mathematics from Universidade Estadual de Campinas (2017). (Source: Lattes Curriculum)
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Recently, optimization problems involving locally Lipschitz nonsmooth functions have gained more scientific interest. Pursuing this perspective, a method known as Gradient Sampling (GS) was developed for the solution of such unconstrained problems. Further, using the same concepts, a new sampling method was elaborated for the solution of constrained nonsmooth optimization problems, using …
Recently, optimization problems involving nonsmooth and locally Lipschitz functions have been subject of increasing interest and investigation. Algorithms developed for solving these problems rely on the construction of a sequence of search directions from a sampling of differentials around the current iterate.In this project we propose to study a subject that is complementary to the upgr…
In 2005, a method known as Gradient Sampling (GS) was published and, since then, some variants of this algorithm have been developed for solving nonsmooth optimization problems. For constrained optimizationproblems, Curtis and Overton presented in 2012 a new sampling techniquewith guaranteed convergence that uses a penalty function and ideas fromsequential quadratic programming methods.We…
| 4 / 3 | Completed scholarships in Brazil |
| 1 / 1 | Completed scholarships abroad |
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