optimization¶
Articles tagged optimization (9).
Browse by tag: algorithm chemistry encoding error-correction integration machine-learning primitive resource-estimation sample-based simulation tutorial usage variational
Algorithms¶
Solve a 20-variable MaxCut on just 3 qubits with Pauli Correlation Encoding, training a hardware-efficient ansatz against a tanh-relaxed surrogate and decoding via sign rounding.
End-to-end optimization example using OMMX, JijModeling, and QAOAConverter.
Build a QAOA circuit from scratch to solve MaxCut, then compare with the built-in qaoa_state.
Usage¶
Build unconstrained binary/spin models from BinaryExpr, QUBO/HUBO/Ising, or OMMX.
Integration¶
Transpile MaxCut QAOA to CUDA-Q and run sampling and expectation-value workflows.
Transpile to QURI Parts and run on a Qulacs state-vector simulator.
Transpile to Qiskit, run local simulators, and inspect native Qiskit circuit features.
Using OMMX Quantum Benchmarks (1): Implementing and Benchmarking Quantum Algorithms with Qamomile
Drive QAOA on a LABS instance loaded from the OMMX Quantum Benchmarks dataset and compare against SCIP.
Run Qiskit circuits on qBraid-supported devices.