CV Lattes
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Universidade de São Paulo (USP). Instituto de Matemática e Estatística (IME) (Institutional affiliation from the last research proposal) Birthplace: Brazil
Graduated in industrial mathematics from the Federal University of Ceará (UFC). He holds a master's degree and a doctorate in applied mathematics from the Institute of Mathematics and Statistics (IME) at the University of São Paulo (USP). He has academic experience in programming, computational mathematics and optimization. (Source: Lattes Curriculum)
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In recent years there has been increasing interest in very large optimization problems, such as applications related to the Internet, machine learning, telecommunications and the financial market. In many problems we don't have access to the Hessian matrix and, in large problems, the use of Hessians requires substantial computational effort. To get around this problem, we need to use firs…
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