Difference between revisions of "Tensor"

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<tt>'''Tensor'''</tt> is a [[List of functions|function]] that produces the [[Kronecker product|Kronecker (tensor) product]] of two or more matrices, and thus extends MATLAB's built-in [http://www.mathworks.com/help/matlab/ref/kron.html kron] function.
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<tt>'''Tensor'''</tt> is a [[List of functions|function]] that produces the [https://en.wikipedia.org/wiki/Kronecker_product Kronecker (tensor) product] of two or more matrices, and thus extends MATLAB's built-in [http://www.mathworks.com/help/matlab/ref/kron.html kron] function.
  
 
==Syntax==
 
==Syntax==
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===Multiple copies of Werner states===
 
===Multiple copies of Werner states===
When investigating the [[NPPT bound entanglement]] conjecture, you may want to tensor [[Werner states]] with themselves multiple times. The following code tensors a particular Werner state with itself 6 times:
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When investigating the [https://oqp.iqoqi.univie.ac.at/undistillability-implies-ppt/ NPPT bound entanglement] conjecture, you may want to tensor [https://en.wikipedia.org/wiki/Werner_state Werner states] with themselves multiple times. The following code tensors a particular Werner state with itself 6 times:
 
<syntaxhighlight>
 
<syntaxhighlight>
 
>> rho = WernerState(3,1/2);
 
>> rho = WernerState(3,1/2);

Latest revision as of 12:26, 28 April 2020

Tensor
Kronecker tensor product of two or more matrices

Other toolboxes required none
Related functions TensorSum
Function category Basic operation

Tensor is a function that produces the Kronecker (tensor) product of two or more matrices, and thus extends MATLAB's built-in kron function.

Syntax

  • KRN = Tensor(A)
  • KRN = Tensor(A,M)
  • KRN = Tensor(A,B,C,...)

Argument descriptions

  • A: If A is a cell, then KRN is the Kronecker product of all matrices within A.
  • M (optional): A scalar indicating how many times A should be tensored with itself (if M is provided, A must be a matrix).
  • B,C,... (optional): Matrices. If these are provided, then A must be a matrix, and the output is $A \otimes B \otimes C \otimes \cdots$.

Examples

Several different input formats

The Tensor function accepts input in many different formats, so that you may use whichever is most convenient at a particular time. For example, the following three code snippets all result in the same operator: Tensor(A,3), Tensor(A,A,A), and Tensor({A,A,A}).

Multiple copies of Werner states

When investigating the NPPT bound entanglement conjecture, you may want to tensor Werner states with themselves multiple times. The following code tensors a particular Werner state with itself 6 times:

>> rho = WernerState(3,1/2);
>> rho6 = Tensor(rho,6);

Note that rho6 is a 531441-by-531441 matrix, so we don't display it here.

Source code

Click here to view this function's source code on github.