Quantum circuit optimization routine evaluation and knowledge base generation

A computer-implemented method, comprising:

• executing, by a system operatively coupled to a processor, concurrently, different quantum circuit optimization sequences on multiple copies of a quantum circuit;
• and
• identifying, by the system, at least one of the different quantum circuit optimization sequences that generates an output quantum circuit comprising defined criteria.

A computer program product comprising a computer readable storage medium having program instructions embodied therewith, the program instructions executable by a processor to cause the processor to:

• execute, concurrently, different quantum circuit optimization sequences on multiple copies of a quantum circuit;
• and
• identify at least one of the different quantum circuit optimization sequences that generates an output quantum circuit comprising defined criteria.

A computer-implemented method, comprising:

• generating, by a system operatively coupled to a processor, a knowledge base comprising multiple output quantum circuits generated from concurrent execution of different quantum circuit optimization sequences on multiple copies of a quantum circuit;
• and
• employing, by the system, a trained model to recommend at least one of the different quantum circuit optimization sequences to generate an output quantum circuit comprising defined criteria.