“…The least squares problem appears in many fields, such as computational mathematics, linear regression, machine learning, cybernetics and image processing. In addition, quaternions and quaternion matrices play an increasingly important role in quantum mechanics [1,2], special relativity [3,4,5], signal processing [6,7,8], relativistic dynamics [9,10], computer graphics [11,12,13] and other application fields.…”