Neumann series
If A is a square matrix, ∥A∥<1, then I-A is nonsingular and
(I-A)-1=I+A+A2+⋯=∑∞k=0Ak. This is the Neumann series.
It provides approximations of (I-A)-1
when A has entries of small magnitude.
For example, a first-order approximation is (I-A)-1≈I+A.
It is obvious that this is a generalization of the geometric series
.
References
- 1 Carl D. Meyer, Matrix Analysis and Applied Linear Algebra.
Title | Neumann series |
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Canonical name | NeumannSeries |
Date of creation | 2013-03-22 15:25:49 |
Last modified on | 2013-03-22 15:25:49 |
Owner | georgiosl (7242) |
Last modified by | georgiosl (7242) |
Numerical id | 9 |
Author | georgiosl (7242) |
Entry type | Theorem |
Classification | msc 15-00 |