Non-Rotation Matrix Split: Hello

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SUMMARY

The discussion centers on the possibility of decomposing a general matrix M into the product of a rotation matrix R and another matrix S, expressed as M = RS or M = R + S. The participants explore whether such a decomposition is feasible in both 2D and 3D contexts. The conversation references special orthogonal groups SO(2) and SO(3), as well as the polar decomposition, which utilizes unitary matrices instead of rotation matrices for complex-valued matrices.

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  • Understanding of rotation matrices in SO(2) and SO(3)
  • Familiarity with matrix decomposition techniques
  • Knowledge of polar decomposition and its applications
  • Basic concepts of unitary matrices and their properties
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  • Research the properties of SO(2) and SO(3) in matrix transformations
  • Explore polar decomposition and its implications for matrix analysis
  • Learn about unitary matrices and their role in complex-valued matrix operations
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Trying2Learn
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Hello

This could very well be an idiotic question, but here goes...

Consider a general matrix M
Consider a rotation matrix R (member of SO(2) or SO(3))

Is it possible to split M into the product of a rotation matrix R and "something else," say, S?
Such that: M = RS or the sum M = R + S

What would that something else, S, be?

Would 2D and 3D be different?

Oddly, despite the stupidity (I fear it may be an idiotic question), I am aware of SE(2) (3x3 matrix) and SE(3) (4 x4 matrix) and their roles in separating rotations from translations. So I would rather not go down that path.
 
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The polar decomposition is something like this. In its definition, a unitary matrix is used in place of a rotation matrix, to allow complex-valued matrices.
 

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