On a method for calculating generalized normal solutions of underdetermined linear systems

Автор: Zhdanov Alexander Ivanovich, Sidorov Yury Vyacheslavovich

Журнал: Компьютерная оптика @computer-optics

Рубрика: Численные методы и анализ данных

Статья в выпуске: 1 т.44, 2020 года.

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The article presents a novel algorithm for calculating generalized normal solutions of underdetermined systems of linear algebraic equations based on special extended systems. The advantage of this method is the ability to solve very poorly conditioned (possibly sparse) underdetermined linear systems of large dimension using modern versions of the iterative refinement method based on the generalized minimum residual method (GMRES - IT). Results of applying the considered algorithm to solve the problem of balancing chemical equations (mass balance) are presented.

Underdetermined linear systems, generalized normal solution, augmented systems

Короткий адрес: https://sciup.org/140247068

IDR: 140247068   |   DOI: 10.18287/2412-6179-CO-607

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