Power Iteration (Eigenpair with the Largest Eigenvalue Eigenvalues (Iterative Methods))

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Time Complexity

$O(n^{2})$

Space Complexity

$O(n)$ words

(Derived: Stores an auxiliary vector)

Description

Approximate?

Exact

Randomized?

No, deterministic

Model of Computation

Word RAM

Year

1929

Reference

https://onlinelibrary.wiley.com/doi/pdf/10.1002/zamm.19290090105?casa_token=xSwK6PkV010AAAAA:j_1-JKs0GG-KuwUUyM_dIt8kmOa5z6lvp_GABgDryAYxKdYvChyNGA9VA5CZLyAurWOVYPRn45geRTFk

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