Random Circuit Generator #27
Description
Random Circuit Generator
Description
Most algorithms require benchmarks using a variety of circuits to demonstrate their capabilities. In general, the circuit possesses the following parameters:
- Number of qubits
- Entanglement degree: The entanglement entropy, which measures the severity of entanglement within the circuit.
- Entanglement range: The range of qubits entangled, where neighboring entanglement is known as short-range correlation, and distant qubit entanglement is known as long-range correlation. Often times, short-range correlation is about how certain subsystems can be isolated, whereas long-range entanglement prevents us from breaking the system into smaller parts.
- Superposition degree: What the superposition distribution looks like.
By varying these parameters, different circuits would be generated. These circuits would then be sampled in large numbers and used to benchmark algorithms.
Tips
- Explore how entanglement impacts the circuit structure.
- Try to simplify the parameters as much as possible without loss of completeness. All possible circuits should be generatable using this module.