Hilbert Space

Hilbert Space

Hilbert spaces for quantum mechanics.

Authors: * Brian Granger * Matt Curry

class sympy.physics.quantum.hilbert.ComplexSpace(dimension)[source]

Finite dimensional Hilbert space of complex vectors.

The elements of this Hilbert space are n-dimensional complex valued vectors with the usual inner product that takes the complex conjugate of the vector on the right.

A classic example of this type of Hilbert space is spin-1/2, which is ComplexSpace(2). Generalizing to spin-s, the space is ComplexSpace(2*s+1). Quantum computing with N qubits is done with the direct product space ComplexSpace(2)**N.

Examples

>>> from sympy import symbols
>>> from sympy.physics.quantum.hilbert import ComplexSpace
>>> c1 = ComplexSpace(2)
>>> c1
C(2)
>>> c1.dimension
2

>>> n = symbols('n')
>>> c2 = ComplexSpace(n)
>>> c2
C(n)
>>> c2.dimension
n
class sympy.physics.quantum.hilbert.DirectSumHilbertSpace(*args)[source]

A direct sum of Hilbert spaces [R673].

This class uses the + operator to represent direct sums between different Hilbert spaces.

A DirectSumHilbertSpace object takes in an arbitrary number of HilbertSpace objects as its arguments. Also, addition of HilbertSpace objects will automatically return a direct sum object.

Examples

>>> from sympy.physics.quantum.hilbert import ComplexSpace, FockSpace

>>> c = ComplexSpace(2)
>>> f = FockSpace()
>>> hs = c+f
>>> hs
C(2)+F
>>> hs.dimension
oo
>>> list(hs.spaces)
[C(2), F]

References

R673(1,2)

https://en.wikipedia.org/wiki/Hilbert_space#Direct_sums

classmethod eval(args)[source]

Evaluates the direct product.

property spaces

A tuple of the Hilbert spaces in this direct sum.

class sympy.physics.quantum.hilbert.FockSpace[source]

The Hilbert space for second quantization.

Technically, this Hilbert space is a infinite direct sum of direct products of single particle Hilbert spaces [R674]. This is a mess, so we have a class to represent it directly.

Examples

>>> from sympy.physics.quantum.hilbert import FockSpace
>>> hs = FockSpace()
>>> hs
F
>>> hs.dimension
oo

References

R674(1,2)

https://en.wikipedia.org/wiki/Fock_space

class sympy.physics.quantum.hilbert.HilbertSpace[source]

An abstract Hilbert space for quantum mechanics.

In short, a Hilbert space is an abstract vector space that is complete with inner products defined [R675].

Examples

>>> from sympy.physics.quantum.hilbert import HilbertSpace
>>> hs = HilbertSpace()
>>> hs
H

References

R675(1,2)

https://en.wikipedia.org/wiki/Hilbert_space

property dimension

Return the Hilbert dimension of the space.

class sympy.physics.quantum.hilbert.L2(interval)[source]

The Hilbert space of square integrable functions on an interval.

An L2 object takes in a single SymPy Interval argument which represents the interval its functions (vectors) are defined on.

Examples

>>> from sympy import Interval, oo
>>> from sympy.physics.quantum.hilbert import L2
>>> hs = L2(Interval(0,oo))
>>> hs
L2(Interval(0, oo))
>>> hs.dimension
oo
>>> hs.interval
Interval(0, oo)
class sympy.physics.quantum.hilbert.TensorPowerHilbertSpace(*args)[source]

An exponentiated Hilbert space [R676].

Tensor powers (repeated tensor products) are represented by the operator ** Identical Hilbert spaces that are multiplied together will be automatically combined into a single tensor power object.

Any Hilbert space, product, or sum may be raised to a tensor power. The TensorPowerHilbertSpace takes two arguments: the Hilbert space; and the tensor power (number).

Examples

>>> from sympy.physics.quantum.hilbert import ComplexSpace, FockSpace
>>> from sympy import symbols

>>> n = symbols('n')
>>> c = ComplexSpace(2)
>>> hs = c**n
>>> hs
C(2)**n
>>> hs.dimension
2**n

>>> c = ComplexSpace(2)
>>> c*c
C(2)**2
>>> f = FockSpace()
>>> c*f*f
C(2)*F**2

References

R676(1,2)

https://en.wikipedia.org/wiki/Hilbert_space#Tensor_products

class sympy.physics.quantum.hilbert.TensorProductHilbertSpace(*args)[source]

A tensor product of Hilbert spaces [R677].

The tensor product between Hilbert spaces is represented by the operator * Products of the same Hilbert space will be combined into tensor powers.

A TensorProductHilbertSpace object takes in an arbitrary number of HilbertSpace objects as its arguments. In addition, multiplication of HilbertSpace objects will automatically return this tensor product object.

Examples

>>> from sympy.physics.quantum.hilbert import ComplexSpace, FockSpace
>>> from sympy import symbols

>>> c = ComplexSpace(2)
>>> f = FockSpace()
>>> hs = c*f
>>> hs
C(2)*F
>>> hs.dimension
oo
>>> hs.spaces
(C(2), F)

>>> c1 = ComplexSpace(2)
>>> n = symbols('n')
>>> c2 = ComplexSpace(n)
>>> hs = c1*c2
>>> hs
C(2)*C(n)
>>> hs.dimension
2*n

References

R677(1,2)

https://en.wikipedia.org/wiki/Hilbert_space#Tensor_products

classmethod eval(args)[source]

Evaluates the direct product.

property spaces

A tuple of the Hilbert spaces in this tensor product.

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