Up: Conjugate Gradient Method (CG)
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A more formal presentation of CG, as well as many theoretical properties, can be found in the textbook by Hackbusch . Shorter presentations are given in Axelsson and Barker  and Golub and Van Loan . An overview of papers published in the first 25 years of existence of the method is given in Golub and O'Leary .