Sample Hubo¶

Convert the coefficients of a HUBO represented as a dictionary to a JijModeling Problem object.

• hubo: A dictionary representing a HUBO problem, where the keys are tuples of integers or strings representing the indices of the decision variables, and the values are floats representing the coefficients of the high-order terms of the HUBO.
• constant: A float representing the constant energy offset in the HUBO problem.

• A tuple containing:
  • The HUBO problem as a JijModeling Problem object.
  • The instance data as a dictionary containing the values of the placeholders of the problem.
  • A dictionary mapping the indices of the decision variables to their corresponding labels (if the indices are represented as strings).
  • A dictionary containing the decision variables as JijModeling Binary objects.

Sample HUBO problem using the specified solver.

• client: A JijZeptClient object representing the client used to submit the problem.
• solver: A string representing the name of the solver used to solve the problem.
• queue_name: A string representing the name of the queue to use for the problem.
• polynomial: A dictionary representing a HUBO problem, where the keys are tuples of integers representing the indices of the decision variables, and the values are floats representing the coefficients of the high-order terms of the HUBO.
• constant: A float representing the constant energy offset in the HUBO problem.
• max_wait_time: An integer or float representing the maximum time to wait for the problem to complete (in seconds). If None, wait indefinitely.
• sync: A boolean representing whether to wait for the problem to complete before returning the results.
• **kwargs: Additional arguments to pass to the sample_model function.

• A SampleSet object: Stores minimum energy samples and other information.