Algoritmy kvadratického programování a jejich aplikace
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Vysoká škola báňská - Technická univerzita Ostrava
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This thesis deals with algorithms for solving unconstrained quadratic programming problems, in particular is about gradient methods as steepest descent method, Barzilai-Borwein algorithm and conjugate gradient method and preconditioning of these mothods. The goal of this thesis is to deal with algorithms of quadratic programming, their implementation and also their application.
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Optimization problem, Unconstrained quadratic programmnig, Method of steepest descent, Barzilai-Borwein method, Conjugate gradient method, Preconditioned conjugate gradients method, SSOR precondition