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Basic circuits · QAOA / MaxCut

QAOA ring layer benchmark · 16 qubits

A fixed-angle p=1 MaxCut-style QAOA layer on a cycle graph, including cost and mixer blocks.

Strong empiricalUpdated

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A small worked example, computed in your browser. It is not a result from this record's papers.

QAOA, p=1, MaxCut on a 4-cycle

4 qubits on a 4-cycle (edges 0-1, 1-2, 2-3, 3-0), one QAOA layer with gamma=pi/8, beta=3*pi/8.

q0q1q2q3Step 1 of 2 · Hadamard layer(4)Hadamard layer(4)Step 2 of 2 · QAOA MaxCut layerQAOA MaxCut layer

Step 1 of 2 · Hadamard layer(4)

Probability of each outcome after this step

  • 00006%
  • 00016%
  • 00106%
  • 00116%
  • 01006%
  • 01016%
  • 01106%
  • 01116%
  • 8 more outcomes50%
  1. Starts from the uniform superposition over all 16 possible cuts.

    Probability spreads from 1 outcome to 16. All 16 are equally likely.

  2. The cost layer (RZZ(2*gamma) on each of the 4 edges) rewards cuts that separate connected qubits, then the mixer (RX(2*beta) on every qubit) lets amplitude move between cuts.

    Probability moves between the same 16 outcomes. Up: 0101 6.3% → 26.6%, 1010 6.3% → 26.6%. Down: 0001 6.3% → 1.6%. This is the step that entangles the qubits: from here on no single qubit has a state of its own, only the register as a whole does.

Readout 0101 and 1010 are the two optimal cuts of a 4-cycle (alternating around the ring); at these angles measuring the register returns one of them clearly more often than any other cut.

Open in Studio
  • Steps80
  • Wires16
  • Qubits16
  • Operations80
  • Framework exports7
  • Papers1

References

Strong empirical
  • Verified by construction
  • Peer-reviewed paper
Method
Deterministic portable-gate construction plus catalog schema validation
Result
Pass · 16 qubits and 80 pre-measurement operations emit non-empty Qiskit, PennyLane, Cirq, CUDA-Q, Amazon Braket, OpenQASM 3.0, and PyQuil source.
Caveat
This is a parameterized Leona Quantum benchmark scaffold informed by the cited suite, not an upstream benchmark file or a hardware result.
MQT Bench: Benchmarking Software and Design Automation Tools for Quantum Computing ↗
Kind
curated reference
Reviewed by
Leona Quantum curation pass
License
Citation metadata; Leona Quantum-authored scaffold
QAOAMaxCutcycle graph16 qubitsseven-framework export

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