Density Operators, Trace and Partial Trace

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SUMMARY

This discussion focuses on the mathematical concepts of trace and partial trace in quantum theory, particularly concerning density operators. The partial trace operation effectively removes correlations between subsystems, such as system A and system B, allowing for a clearer analysis of system A. The trace is significant as it computes the expectation value of operators and determines the nature of density operators, indicating whether they represent pure or mixed states. Key insights include that the trace remains invariant under basis changes and that off-diagonal elements do not contribute to the norm of the density operator.

PREREQUISITES
  • Understanding of quantum mechanics and density operators
  • Familiarity with matrix operations, specifically diagonalization and Hermitian matrices
  • Knowledge of expectation values in quantum systems
  • Basic concepts of normalization in quantum states
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  • Study the mathematical properties of density operators in quantum mechanics
  • Learn about the implications of partial trace operations in quantum entanglement
  • Explore the significance of eigenvalues in quantum state representation
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skynelson
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I have some math questions about quantum theory that have been bugging me for a while, and I haven't found a suitable answer in my own resources. I'll start with the Trace operation.

Question A) My understanding is that if we take system A and perform the partial trace over system B, we essentially remove any dependence or correlation of the system A on system B. For example, I have heard reference in the literature to 'performing a partial trace over the environment' in order to essentially remove the influence of the environment on the system being analyzed.

Is this intuitive understanding correct?

Can anyone provide a more concrete understanding of why the trace is interesting? Since it is simply the sum of the diagonal elements, can you explain why it is interesting/useful in the following two cases, and what it represents?
1) A diagonalized matrix (the diagonals are the eigenvalues of the system)
2) A Hermitian but non-diagonalized matrix

Question B)
Furthermore, let's say we have a density operator, which may have non-diagonal elements, but has trace equal to 1 (because it is normalized). (Am I correct so far?)

1) What is the meaning of taking the trace, and disregarding the off-diagonal elements? Why are we allowed to disregard the rest of the matrix?
2) Will the trace change if we change the basis of the density operator?


You may find that my questions belie misunderstandings in the nature of some of these concepts, which is why I appreciate any help that can be provided!
 
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skynelson said:
Question A) My understanding is that if we take system A and perform the partial trace over system B, we essentially remove any dependence or correlation of the system A on system B. For example, I have heard reference in the literature to 'performing a partial trace over the environment' in order to essentially remove the influence of the environment on the system being analyzed.

Is this intuitive understanding correct?
Yes.

skynelson said:
Can anyone provide a more concrete understanding of why the trace is interesting? Since it is simply the sum of the diagonal elements, can you explain why it is interesting/useful in the following two cases, and what it represents?
1) A diagonalized matrix (the diagonals are the eigenvalues of the system)
2) A Hermitian but non-diagonalized matrix
The trace is interesting because it is the way to calculate useful results. For instance, the expectation value of operator ##A## over the density operator ##\rho## is ##Tr(A \rho)##. It is also used to calculate the norm of a density operator, ##Tr(\rho)##, and to check if it represents a pure state, ##Tr(\rho^2) = 1##, or a mixed state, ##Tr(\rho^2) < 1##.

skynelson said:
Question B)
Furthermore, let's say we have a density operator, which may have non-diagonal elements, but has trace equal to 1 (because it is normalized). (Am I correct so far?)
Correct.

skynelson said:
1) What is the meaning of taking the trace, and disregarding the off-diagonal elements? Why are we allowed to disregard the rest of the matrix?
It gives the norm. It is not that the off-diagonal elements are disregarded, it is that they are not relevant to the norm.

skynelson said:
2) Will the trace change if we change the basis of the density operator?
No. Note that the above examples I gave are in terms of the density operator, without reference to a particular representation (which would give a density matrix).
 
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Thank you Dr. Claude!
 
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