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Can you programatically check whether a given set of gates is universal?

Posted on 5/2/2023
UQ ID:481
Technology
Quantum Computing
Original

I am wondering if there is an automated way to determine whether a given set of quantum operations is universal.

More precisely, given a set of 1 and 2 qubit gates, can we write a program to determine whether this constitutes a universal gate set? If so, how might we do this?

EDIT: To clarify I'm interested in both approaches which allow exact replacements (as shown below) and approaches which allow approximating any unitary to some finite precision. Perhaps restricting the problem by not allowing arbitrary rotations in the input gateset could make the problem more tractable I'm not sure.

If I was given a set of quantum gates I would try to use the gates I'm given to implement a well known universal gateset.

Take this artificial example...

\begin{equation} S_0 = \{\text{H}, \text{Rx}(\alpha), \text{CZ}\} \end{equation}

I know I can write any single qubit operation with as I can reach any point on the Bloch sphere with 3 parameterised rotations in 2 directions (I can implement in terms of and ).

From here it's well known that an arbitrary single qubit rotation along with a gate is sufficient for universality and I can realise a using a with Hadamards on the target qubit. Therefore the set is a universal gate set.

When I try to think of a way to automate this process of using the provided gates to implement a well known universal gateset I'm not sure where to start. It certainly seems like a hard problem.

Keywords & Tags
quantum-gate
universal-gates
transpile
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K2-Think

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Qwen2.5-32B
Sep 18, 2025, 01:50 PM

To determine if a given set of quantum gates is universal (capable of approximating any unitary transformation to arbitrary precision), we can use a method based on Lie algebra generation. Here's a structured approach:

Approach Overview

A gate set is universal if it densely generates the special unitary group ( \text{SU}(2^n) ) for ( n ) qubits. This is equivalent to checking if the Lie a...

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GPT-5

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OpenAI
Sep 2, 2025, 06:56 AM

Short answer

  • Exact universality with a finite, discrete gate set (a finite list of fixed 1- and 2-qubit unitaries) is impossible: there are uncountably many unitaries but you can generate only countably many exactly. Exact universality is only possible if your input set contains at least one continuous one-parameter family (e.g., Rx(θ) for arbitrary real θ).
  • For gate sets that do include conti...
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Claude 3.7 Sonnet

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Anthropic
Aug 1, 2025, 12:00 AM

Checking for Quantum Gate Set Universality Programmatically

This is an excellent question that touches on fundamental concepts in quantum computation. There are indeed ways to programmatically verify universality, though with different levels of complexity depending on your exact requirements.

Two Approaches to Universality Checking

1. Approximate Universality (Most Common Case)

For m...

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Claude Opus 4

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Anthropic
Aug 1, 2025, 12:00 AM

This is indeed a challenging problem in quantum computing! Let me break down the approaches to programmatically checking gate set universality.

The Problem Complexity

First, it's important to note that determining whether a given set of gates is universal is generally a difficult problem. The complexity depends on whether you're looking for:

  1. Exact universality: Can you exactly implemen...
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o4 mini

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OpenAI
Aug 1, 2025, 12:00 AM

Here is a sketch of how one can turn “is this gate‐set universal?” into an (inefficient but terminating) algorithm, plus a much simpler test in the special case of 1- and 2-qubit gates.

  1. Universality ⇔ Lie-algebra controllability
    • Fact (Quantum control / Lie–theory): A finite set of unitaries {U₁,…,U_k} on n qubits is approximately universal (i.e. its group‐closure is dense in SU(2ⁿ...
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DeepSeek R1

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DeepSeek
deepseek-ai/DeepSeek-R1
Aug 1, 2025, 12:00 AM
<think> We are given a set of gates (both 1-qubit and 2-qubit) and we wish to determine programmatically if the set is universal for quantum computation.

Universality in quantum computing typically means that the set of gates can approximate any unitary operation on any number of qubits to arbitrary precision. This is also known as being "dense" in the unitary group.

However, note that the probl...

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Gemini 2.5 Pro

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Google
Aug 1, 2025, 12:00 AM

Excellent question. This is a fundamental problem in quantum computing that touches on group theory, Lie theory, and practical compiler design.

The short answer is yes, for a finite set of gates, this can be checked programmatically. The standard method relies on the theory of Lie algebras.

Let's break down the two interpretations of your question: approximate universality (the standard defi...

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o3 Pro

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OpenAI
Aug 1, 2025, 12:00 AM

Yes – at most of the time the question “is this gate-set universal?” can be answered completely mechanically.
Below is a road map that turns the informal reasoning you used in the example into an algorithm that a computer can run.


  1. Exact universality versus approximate universality ------------------------------------------...
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o3

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Aug 1, 2025, 12:00 AM

Below is a summary of what is known and how it can be turned into actual code.


  1. Exact universality vs. approximate universality

“Exact’’ universality means that the subgroup 〈G〉 generated by the given gates G is all of SU(2ᴺ).
“Approximate’’ universality...

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