OneSiteH

full name: tenpy.algorithms.mps_common.OneSiteH
parent module: tenpy.algorithms.mps_common
type: class

Inheritance Diagram

Methods

`OneSiteH.__init__`(env, i0[, combine, move_right])
`OneSiteH.adjoint`()	Return the hermitian conjugate of self.
`OneSiteH.combine_Heff`(env)	Combine LP and RP with W to form LHeff and RHeff, depending on the direction.
`OneSiteH.combine_theta`(theta)	Combine the legs of theta, such that it fits to how we combined the legs of self.
`OneSiteH.from_LP_W0_RP`(LP, W0, RP[, i0, ...])
`OneSiteH.matvec`(theta)	Apply the effective Hamiltonian to theta.
`OneSiteH.to_matrix`()	Contract self to a matrix.
`OneSiteH.update_LP`(env, i[, U])	Equivalent to `env.get_LP(i, store=True)`; optimized for combine.
`OneSiteH.update_RP`(env, i[, VH])	Equivalent to `env.get_RP(i, store=True)`; optimized for combine.

Class Attributes and Properties

`OneSiteH.acts_on`
`OneSiteH.length`

class tenpy.algorithms.mps_common.OneSiteH(env, i0, combine=False, move_right=True)[source]

Bases: EffectiveH

Class defining the one-site effective Hamiltonian for Lanczos.

The effective one-site Hamiltonian looks like this:

|        .---    ---.
|        |    |     |
|       LP----W0----RP
|        |    |     |
|        .---    ---.

If combine is True, we define either LHeff as contraction of LP with W (in the case move_right is True) or RHeff as contraction of RP and W.

Parameters:

env (MPOEnvironment) – Environment for contraction <psi|H|psi>.
i0 (int) – Index of the active site if length=1, or of the left-most active site if length>1.
combine (bool) – Whether to combine legs into pipes. This combines the virtual and physical leg for the left site (when moving right) or right side (when moving left) into pipes. This reduces the overhead of calculating charge combinations in the contractions, but one matvec() is formally more expensive, \(O(2 d^3 \chi^3 D)\). Is originally from the wo-site method; unclear if it works well for 1 site.
move_right (bool | None) – Whether the sweeping algorithm that calls for an EffectiveH is moving to the right, to the left or not moving.

length

Number of (MPS) sites the effective hamiltonian covers.

Type:: int

acts_on

Labels of the state on which self acts. NB: class attribute. Overwritten by normal attribute, if combine.

Type:: list of str

combine, move_right

See above.

Type:: bool

LHeff, RHeff

Only set if combine, and only one of them depending on move_right. If move_right was True, LHeff is set with labels '(vR*.p0)', 'wR', '(vR.p0*)' for bra, MPO, ket; otherwise RHeff is set with labels '(p0*.vL)', 'wL', '(p0, vL*)'

Type:: Array

LP, W0, RP

Tensors making up the network of self.

Type:: Array

matvec(theta)[source]

Apply the effective Hamiltonian to theta.

Parameters:: theta (Array) – Labels: vL, p0, vR if combine=False, (vL.p0), vR or vL, (p0.vR) if True (depending on the direction of movement)
Returns:: Product of theta and the effective Hamiltonian.
Return type:: theta Array

combine_Heff(env)[source]

Combine LP and RP with W to form LHeff and RHeff, depending on the direction.

In a move to the right, we need LHeff. In a move to the left, we need RHeff. Both contain the same W.

Parameters:: env (MPOEnvironment) – Environment for contraction <psi|H|psi>.

combine_theta(theta)[source]

Combine the legs of theta, such that it fits to how we combined the legs of self.

Parameters:: theta (Array) – Wave function with labels 'vL', 'p0', 'vR'
Returns:: theta – Wave function with labels '(vL.p0)', 'vR'
Return type:: Array

to_matrix()[source]: Contract self to a matrix.

adjoint()[source]: Return the hermitian conjugate of self.

update_LP(env, i, U=None)[source]

Equivalent to env.get_LP(i, store=True); optimized for combine.

Parameters:

env (MPOEnvironment) – The same environment as given during class initialization.
i (int) – We update the part left of site i. Can optimize if i == i0 and combine is True.
U (None | Array) – The tensor on the left-most site self acts on, with combined legs after SVD. Only used if trying to optimize.

update_RP(env, i, VH=None)[source]

Equivalent to env.get_RP(i, store=True); optimized for combine.

Parameters:

env (MPOEnvironment) – The same environment as given during class initialization.
i (int) – We update the part right of site i. Can optimize if i == i0 + 2 - length and combine is True.
U (None | Array) – The tensor on the right-most site self acts on, with combined legs after SVD. Only used if trying to optimize.