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Fast enclosure for the minimum norm least squares solution of the matrix equation AXB = C
Authors:Shinya Miyajima
Affiliation:Faculty of Engineering, Gifu University, Japan
Abstract:Fast algorithms for enclosing the minimum norm least squares solution of the matrix equation AXB = C are proposed. To develop these algorithms, theories for obtaining error bounds of numerical solutions are established. The error bounds obtained by these algorithms are verified in the sense that all the possible rounding errors have been taken into account. Techniques for accelerating the enclosure and obtaining smaller error bounds are introduced. Numerical results show the properties of the proposed algorithms. Copyright © 2015 John Wiley & Sons, Ltd.
Keywords:matrix equation  least squares solution  Moore–  Penrose inverse  numerical enclosure  verified computation
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