Algorithm Discovery

Autonomous synthesis of quantum circuit structures using noise-aware evolutionary heuristics. QLAB's discovery engine explores trillions of gate permutations to find non-intuitive optimizations.

How to Use

  • 1.Select a seed algorithm (e.g., Grover, QAOA) from the research library.
  • 2.Define search depth and mutation intensity for the discovery loop.
  • 3.Initiate the heuristic scan; our agents will propose optimized gate-decompositions.
  • 4.Review performance improvement scores and benchmark against standard structures.
  • 5.Export optimized protocol variants to your research hub.

Protocol Example

Heuristic Loop Input

{
  "seed": "GROVER_SEARCH",
  "optimization_goal": "DEPTH_REDUCTION",
  "hardware_constraints": [
    "IBM_SUPERCONDUCTING",
    "IONQ_TRAP"
  ]
}