Premium
Real structure‐preserving algorithm for quaternion equality constrained least squares problem
Author(s) -
Li Ying,
Zhang Yanzhen,
Wei Musheng,
Zhao Hong
Publication year - 2020
Publication title -
mathematical methods in the applied sciences
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.719
H-Index - 65
eISSN - 1099-1476
pISSN - 0170-4214
DOI - 10.1002/mma.6214
Subject(s) - quaternion , mathematics , least squares function approximation , representation (politics) , algorithm , non linear least squares , field (mathematics) , computation , algebra over a field , pure mathematics , estimation theory , geometry , statistics , estimator , politics , political science , law
Quaternion equality constrained least squares problem is an extremely effective tool in studying quantum mechanics and quantum field theory. However, the computation of the quaternion equality constrained least squares problem is extremely complex. In this paper, we first prove that quaternion equality constrained least squares problem is equivalent to weighted quaternion least squares problem when the parameter τ → + ∞ . Then, for weighted quaternion least squares problem, applying the special structure of real representation of quaternion, we propose real structure–preserving algorithm to obtain the solution of quaternion equality contained least squares problem. At last, we give numerical examples to illustrate the effectiveness of our method.