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Fourier samples are uniform in the annihilator
Statement
For every finite abelian hidden-subgroup instance with hidden subgroup , one execution of the exact sample procedure returns a valid character code with probability one. Each has probability , every character outside has probability zero, and every invalid -bit code has probability zero.
Facts & Assumptions
Given: The exact product QFT, projective measurement in its character-label basis, and discarded-output state from One finite abelian hidden-subgroup Fourier sample and Discarding the hiding register yields a coset-state mixture.
Put , , and , and write , , and for their positive canonical real images, viewed also in . A normalized uniform coset state transforms to amplitude on and zero outside. In the probability ratios in the Statement and below, means and means . (Fourier transform of a subgroup coset indicator)
Every value of an additive character of a finite abelian group has modulus one. (Values of additive characters of finite abelian groups have modulus one)
The discarded-output input is the uniform mixture over distinct coset states. (Discarding the hiding register yields a coset-state mixture)
The abstract normalized Fourier coefficient matrix is unitary, with its column orthogonality supplied by the dual-index character sum. This is a matrix identity for the abstract group and character index spaces; it does not establish orthonormality of encoded register states. (Finite abelian Fourier transform is unitary, Dual-index character orthogonality)
A density operator is a nonnegative endomorphism of trace one. (Density operator)
The endomorphism trace is the sum of diagonal entries in an ordered basis. (The basis-independent trace of an endomorphism of a finite-dimensional vector space)
The rank-one operator sends to by definition, and its coordinate matrix in ordered orthonormal bases is . (Dirac Notation Conversion, Dirac Notation Coordinate Identity)
A projective-measurement outcome has weight . (Finite projective measurements)
In a fixed ordered basis, the coordinate matrix of a finite sum of endomorphisms is the sum of their coordinate matrices; the definition of endomorphism trace and matrix-trace linearity therefore give trace linearity for the finite sums used here. (The basis-independent trace of an endomorphism of a finite-dimensional vector space, Trace is a linear functional on )
For , the sample procedure's supplied is a unitary on the full -qubit register and its exact action on each valid group code is the prescribed Fourier superposition of valid character codes; the procedure measures the full -bit computational basis. The branch instead returns the unique trivial character without a query. (One finite abelian hidden-subgroup Fourier sample)
The problem definition makes the group code injective and uses the same least-residue, fixed-width encoding for character labels, which is injective coordinatewise. An -qubit register is an ordered tensor product of factors (Finite registers and their ordered computational bases), with the declared bit order (Big-endian encoding of ordered bit strings). The factor bases are orthonormal (The computational basis is orthonormal), and the tensor inner product is the product of the factor inner products (Ordered tensor registers, their inner product, and wire permutations); hence the factor-basis theorem makes the lexicographic product computational basis orthonormal (The product basis is orthonormal and tensor dimensions multiply). Thus distinct valid group or character codes give orthonormal register states. (Finite abelian hidden-subgroup promise and output encoding)
Proof
If , then and contains the trivial character by [F11]. By [F4], , so it is the singleton containing that character. The algorithm's trivial-group branch [F12] returns it with probability one. Here , so the sole zero-bit code is valid by [F13] and there are no invalid codes. The claimed probability is . Assume for the remaining steps.
Fix a coset in the mixture of [F3] and write its transformed vector as . The input coset ket is normalized by [F3], with its valid group-code coordinates orthonormal by [F13], and the supplied circuit is unitary by [F12], so . For any vector , [F8] gives for . In character coordinates, has diagonal entries , whose sum is ; [F7] gives . Thus [F6] makes a density operator.
The valid character-code basis is orthonormal by [F13], independently of the abstract matrix unitarity in [F5]. The exact action in [F12] places in its span, so every invalid -bit outcome has probability zero. For a valid character , its rank-one projector has a single diagonal at that code. The matrix of has entries , so the projective-measurement weight [F9], computed by [F7]–[F8], is . By [F1], [F2], and the support definition [F11], this is when and otherwise; the square root is the positive real one.
The probability in step 1.2 does not depend on the coset representative. The discarded-output state is the uniform mixture [F3], and trace linearity [F10] makes its measurement distribution the average of the same per-coset distribution. Hence the measured character is uniform on all of and has zero probability outside it.
By [F4], , so the canonical real images in [F1] satisfy : each image is the sum of the corresponding number of copies of , and distributivity preserves this product. Hence each supported outcome has probability , which is in the probability notation of [F1]. In the boundary case , and the coset-transform formula [F1] gives the single trivial character with probability one.
Remarks
The proof uses the normalized-state amplitude, not the unnormalized indicator coefficient . The current QA-05 annihilator-cardinality proof supplies the cardinality used here. The projective-measurement item and the required measurement and circuit page bodies were inspected for the sampling and terminal-readout hypotheses; those suppliers remain draft, and no independent acceptance is claimed.
Depends on
- One finite abelian hidden-subgroup Fourier sample
- Discarding the hiding register yields a coset-state mixture
- Finite abelian hidden-subgroup promise and output encoding
- Character annihilator of a subgroup
- Dual-index character orthogonality
- Fourier transform of a subgroup coset indicator
- Subgroup-annihilator cardinality
- Finite abelian Fourier transform is unitary
- Values of additive characters of finite abelian groups have modulus one
- Dirac Notation Conversion
- Big-endian encoding of ordered bit strings
- Dirac Notation Coordinate Identity
- Density operator
- The basis-independent trace of an endomorphism of a finite-dimensional vector space
- Trace is a linear functional on $M_n(F)$
- Finite projective measurements
- Finite registers and their ordered computational bases
- Ordered tensor registers, their inner product, and wire permutations
- The product basis is orthonormal and tensor dimensions multiply
- The computational basis is orthonormal
- Denotational semantics of a finite layered circuit
Used by
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Sources
- Andrew M. Childs, Lecture Notes on Quantum Algorithms (17 April 2025) (standard reference, not scraped)
- Ronald de Wolf, Quantum Computing: Lecture Notes, arXiv:1907.09415v6 (standard reference, not scraped)