Building a Unitary Matrix from a Non-Unitary Matrix

In summary, the conversation discusses the construction of a unitary matrix U by combining an arbitrary square matrix M with other matrices N, O, and P. It is stated that there may not be a general procedure for determining these matrices, and it also depends on the size of the new matrix relative to M. However, if it is possible to construct such a matrix, it is recommended to rewrite M as M0V, where V is unitary and M0 is hermitian, and to refer to a specific reference for inspiration.
  • #1
MrRobotoToo
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Suppose I have some arbitrary square matrix [itex]M[/itex], and I want to build a unitary matrix [itex]U[/itex]: [tex]U=\left[\begin{array}{c|c}M & N \\\hline O & P\end{array}\right][/tex] Does there exist some general procedure for determining [itex]N[/itex], [itex]O[/itex], and [itex]P[/itex] given [itex]M[/itex]?
 
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  • #2
No, it may not be possible to do this depending on M.
 
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Also, it depends on the size of your new matrix relative to ##M##. Apart from the fact that you must ensure that ##\sum_i |M_{ij}|^2## and ##\sum_j |M_{ij}|^2##. That being said, when you do have the possibility of constructing a matrix like that, I would first rewrite ##M## as ##M_0 V##, where ##V## is a unitary matrix and ##M_0## is hermitian. Then you might get some inspiration from https://arxiv.org/abs/1107.3992
 
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1. How can a unitary matrix be built from a non-unitary matrix?

The process of building a unitary matrix from a non-unitary matrix is known as matrix normalization. This involves applying mathematical transformations to the non-unitary matrix to convert it into a unitary matrix.

2. What is the purpose of building a unitary matrix from a non-unitary matrix?

A unitary matrix has many important properties, including being orthogonal and having a determinant of 1. These properties make unitary matrices useful in various mathematical and scientific applications, such as in quantum mechanics and signal processing.

3. Is it always possible to build a unitary matrix from a non-unitary matrix?

No, it is not always possible. Some non-unitary matrices may not have a unitary equivalent. However, there are techniques that can be used to approximate a unitary matrix from a non-unitary one.

4. What are the common methods for building a unitary matrix from a non-unitary matrix?

There are several methods that can be used to build a unitary matrix from a non-unitary matrix, including the QR decomposition method, the polar decomposition method, and the singular value decomposition method. Each method has its own advantages and may be more suitable for certain types of non-unitary matrices.

5. Are there any practical applications of building a unitary matrix from a non-unitary matrix?

Yes, there are many practical applications in various fields such as physics, engineering, and computer science. Some examples include quantum computing, image and signal processing, and data compression. Building a unitary matrix from a non-unitary one allows for more efficient and accurate calculations and analyses in these applications.

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