Minimizações de funções convexas via método de Newton

This work aimd to study nonlinear optimization problems with focus on convex functions minimization. The Convex function definitions, unconstrained minimization problems with the existence of solutions and optimality conditions in convex situations are presented. In addition, results of numerical si...

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Autor principal: Alves, Roberta Marcelino de Almeida
Formato: Trabalho de Conclusão de Curso (Graduação)
Idioma: Português
Publicado em: Universidade Tecnológica Federal do Paraná 2020
Assuntos:
Acesso em linha: http://repositorio.utfpr.edu.br/jspui/handle/1/7376
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Resumo: This work aimd to study nonlinear optimization problems with focus on convex functions minimization. The Convex function definitions, unconstrained minimization problems with the existence of solutions and optimality conditions in convex situations are presented. In addition, results of numerical simulations using Newton’s method for minimizing convex functions are presented. In order to validate the results, the routine fminunc of MATLAB Optimization Toolbox is used.