This new work fills an important gap in the knowledge of large sparse matrices and their mathematical methods, discussing their relationship by a combination of mathematical methods and examples. It presents the numerical methods which belong to the classical, current procedures of numerical methods which have already improved their efficiency and practical use. This study has been designed for researchers and practitioners in mathematics, engineering, natural science and computer science.
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