# A Tight Lower Bound for Non-coherent Index Erasure

## TL;DR

This paper establishes a tight quantum query complexity lower bound of (\u221a{n}) for the non-coherent index erasure problem, resolving an open question and extending analytical techniques for quantum state generation.

## Contribution

It introduces a novel extension of the automorphism principle to the general adversary method, linking quantum complexity bounds to association schemes and Krein parameters.

## Key findings

- Proves a tight (\u221a{n}) lower bound for non-coherent index erasure.
- Extends automorphism principle to the general adversary method for state generation.
- Connects quantum query complexity to association schemes and spherical harmonics.

## Abstract

The Index-Erasure problem is a quantum state generation problem that asks a quantum computer to prepare a uniform superposition over the image of an injective function given by an oracle. We prove a tight $\Omega(\sqrt{n})$ lower bound on the quantum query complexity of the non-coherent case of the problem, where, in addition to preparing the required superposition, the algorithm is allowed to leave the ancillary memory in an arbitrary function-dependent state. This resolves an open question of Ambainis et al., who gave a tight bound for the coherent case, the case where the ancillary memory must return to its initial state. To prove our main result, we first extend the automorphism principle of H{\o}yer et al. to the general adversary method of Lee et al. for state generation problems, which allows one to exploit the symmetries of these problems to lower bound their quantum query complexity. Using this method, we establish a strong connection between the quantum query complexity of non-coherent symmetric state generation problems and the Krein parameters of an association scheme defined on injective functions. In particular, we use the spherical harmonics a finite symmetric Gelfand pair associated with the space of injective functions to obtain asymptotic bounds on certain Krein parameters, from which the main result follows.

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Source: https://tomesphere.com/paper/1902.07336