qat.generators.MaxCutGenerator

class qat.generators.MaxCutGenerator(job_type='qaoa')

Specialization of the CombinatorialOptimizerGenerator class for generator that solves the Max Cut problem

Parameters

job_type (str) – The job type of the batches to be generated. Can be either “qaoa”, “aqo” or “sqa”

generate(specs, graph, **kwargs)

Generate a batch that solves the Max Cut problem on a particular graph. The batch can then be sent to a computational stack of plugins and QPU to be executed. The result will be parsed into GraphPartitioningResult that contains interpretable information

Parameters

• specs (HardwareSpecs) – will be used to run the job

• graph (networkx.Graph) – a networkx graph to run the Max Cut algorithm on

Returns

A parsed result of combinatorial optimization problem

Return type

GraphPartitioningResult