Interpretation of direct product of Hilbert spaces

In summary, the conversation discusses the interpretation of the direct product of two Hilbert spaces and how it relates to the tensor product. The main question is whether there is an intuitive way to visualize a Hilbert space consisting of the tensor product of two other Hilbert spaces. The conversation also touches on the idea of composing spaces and the constraints of vector space axioms.
  • #1
IanBerkman
54
1
Dear all,

I know how to interpret a vector, inner product etcetera in one Hilbert space. However, I can not get my head around how the direct product of two (or more) Hilbert spaces can be interpreted.
For instance, the Hilbert space ##W## of a larger system is spanned by the direct product of the Hilbert spaces of the subsystem, ## W = A \otimes B##. If the states ##| n_A\rangle## denote the basis states in ##A## and ##|m_B\rangle## those in ##B##, then any state in ##W## can be written as ##|\psi_W\rangle = \sum_{n,m} c_{nm}|n_A\rangle \otimes |m_B\rangle##.

How do you interpret the direct product of two Hilbert spaces?
 
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  • #2
This is the tensor product, not the direct product.

And what do you mean with interpret? What exactly is it that you want?
 
  • #3
Hmm, the book talks about the direct product between more Hilbert spaces.

I know how to "visualize" one Hilbert space i.e. a vector with eigenstates as orthogonal axes. However, is there also an intuitive way to visualize a Hilbert space which consists of the tensor product of two other Hilbert spaces? Which values are on the axes? How is a vector in the smaller system living in the Hilbert space represented in the larger system? Or is the tensor product purely mathematical?

If the question is unclear, please let me know.

Thanks.
 
  • #4
As you mentioned coordinates (which are the scalars at basis vectors, their coefficients), do you know what ##|n_A\rangle \otimes |m_B\rangle## is according to your basis?
 
  • #5
Hey IanBerkman.

If it is a tensor product (as micromass alluded to) then you should understand that the tensor product does what a Cartesian product does on sets but maintains the consistency and intuition of a vector space.

Basically vector spaces behave like "arrows" and when you take a tensor product you find out how to keep the space acting that way (like "arrows") with the intuition of a linear space but with the extra attribute of a Cartesian product (where you find all kinds of combinations of elements when you consider all permutations of each set).

So the points in the space become all combinations but the thing that separates this is that you have the vector space part and this is algebraic.

When you take the tensor product you can use the Cartesian product of two sets to get an idea of the points that remain but you have to make the space consistent with the organization that a vector space has (i.e. those ten axioms that every one has along with the inner product, norm, and metric space axioms it may additionally have) and what that means is that you need ways of identifying how to define the addition and scalar multiplication of the new space along with how a change of basis can occur and how the spaces are composed - which is what the tensor product is doing (it in "essence" is "composing" the "spaces").

It's like how you compose two mappings together except that you have the vector space axiom constraints to think about and make sure the new space is consistent with these new ones.
 
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FAQ: Interpretation of direct product of Hilbert spaces

What is the direct product of Hilbert spaces?

The direct product of Hilbert spaces is a mathematical concept that combines two or more Hilbert spaces into a single, larger Hilbert space. It is denoted by a Cartesian product symbol, and each element in the direct product is a combination of elements from each individual Hilbert space.

How is the direct product of Hilbert spaces interpreted?

The direct product can be interpreted as a space of all possible combinations of elements from the individual Hilbert spaces. This means that each element in the direct product represents a unique combination of elements from the individual spaces.

What is the significance of the direct product of Hilbert spaces?

The direct product allows for the study of complex systems that cannot be described by a single Hilbert space. It also provides a framework for understanding the relationships between different Hilbert spaces and how they interact with each other.

Can the direct product of Hilbert spaces be visualized?

The direct product can be difficult to visualize since it involves combining multiple spaces. However, in some cases, it can be thought of as a higher-dimensional space where each coordinate represents an element from one of the individual Hilbert spaces.

How is the direct product of Hilbert spaces used in scientific research?

The direct product of Hilbert spaces is used in various areas of mathematics, physics, and engineering to model and analyze complex systems. It is also used in quantum mechanics to describe the state space of composite systems, such as multiple particles or multiple degrees of freedom.

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