String-averaging incremental subgradient methods for constrained convex optimization problems
In this doctoral thesis, we propose new iterative methods for solving a class of convex optimization problems. In general, we consider problems in which the objective function is composed of a finite sum of convex functions and the set of constraints is, at least, convex and closed. The iterativ...
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| Language: | English |
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Universidade de São Paulo
2017
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| Online Access: | http://www.teses.usp.br/teses/disponiveis/55/55134/tde-14112017-150512/ |