New operation: AmplitudeTransduction

[vivienlonde]

Amplitude Transduction

Conceptual overview

Amplitude transduction applies an operation that encodes in amplitude the (square root of) values that a DigitalOracle computes in superposition in a register. DigitalOracle is an input to amplitude transduction. See Black-box quantum state preparation without arithmetic. As a state preparation technique from a quantum digital oracle, amplitude transduction is useful in many use cases such as quantum walks, LCU, linear systems solving, ...

Current status

This primitive is not implemented in Q# yet.

User feedback

I need amplitude transduction for a quantum walk project and therefore tried to implement it. See AmplitudeTransduction.qs.

Proposal

New and modified functions, operations, and UDTs

See AmplitudeTransduction.qs for the Q# code. Here are signatures of operations and comments:

namespace AmplitudeTransduction {

    open Microsoft.Quantum.Canon;
    open Microsoft.Quantum.Intrinsic;
    open Microsoft.Quantum.Arithmetic;
    open Microsoft.Quantum.AmplitudeAmplification;
    open Microsoft.Quantum.Oracles;
    open Microsoft.Quantum.Convert;
    open Microsoft.Quantum.Math;

    /// # Summary
    /// Amplitude transduction from a digital oracle.
    /// This version of amplitude transduction outputs amplitudes equal to the square root of the values that the digital oracle computes.
    ///
    /// # Input
    /// ## outRegister
    /// The digital oracle computes $2^{Length(outRegister)}$ real positive numbers $\alpha_i$ in superposition and writes them in the dataRegister. 
    /// ## lengthDataRegister
    /// Precision of amplitudes is $2^{-\text{lengthDataRegister}}$.
    /// ## DigitalOracle
    /// For state |i> of outRegister, adds $\alpha_i$ to the dataRegister.
    ///
    /// # References
    /// See [ *Y.R. Sanders, G.H. Low, A. Scherer, D.W. Berry* ](https://arxiv.org/pdf/1807.03206v2.pdf)
    operation AmplitudeTransduction (
        outRegister : Qubit[],
        lengthDataRegister : Int,
        DigitalOracle : (Qubit[], Qubit[]) => Unit is Ctl + Adj
    ) : Unit is Ctl + Adj {
       // ..
    }

    /// # Summary
    /// Partially applies amplitude transduction in the subspace flagged by $\ket{1}_{\text{flag}}$.
    ///
    internal operation PartialStatePreparation (
        flagIndex : Int,
        register : Qubit[],
        lengthOutRegister : Int,
        lengthDataRegister : Int,
        DigitalOracle : (Qubit[], Qubit[]) => Unit is Ctl + Adj
    ) : Unit is Ctl + Adj {
       // ..
    }

    /// # Summary
    /// When dataRegister is in state $\ket{L}$,
    /// $\text{Unif}^{\dagger}$ sends the amplitude of $\ket{i}_{\text{referenceRegister}}$ for $i \in \{0, \cdots, L-1$ on $\ket{0}_{\text{referenceRegister}}$.
    ///
    internal operation Unif(
        dataRegister : Qubit[],
        referenceRegister : Qubit[]
    ) : Unit is Ctl + Adj {
        // ..
    }

    /// # Summary
    /// Partially applies $\text{Unif}$ in the subspace flagged by $\ket{1}_{\text{auxiliary}}$.
    ///
    internal operation UnifPrime(
        auxiliaryIndex : Int,
        register : Qubit[],
        lengthDataRegister : Int
    ) : Unit is Adj + Ctl {
        // ..
    }  
    
}

Modifications to style guide

n / a

Impact of breaking changes

n / a

Examples

See QuantumWalkBurgers.

Relationship to Q# language feature proposals

n / a

Alternatives considered

n / a

Open design questions and considerations

At the end of some operations, some auxiliary qubits are epsilon close to |0> but different from |0>. Resetting these qubits to |0> would make the operation not adjointable and not controllable. Manually writing the adjoint and the controlled version of such operations could solve this issue.