/// <summary>
/// Runs a hybrid QAOA.
/// </summary>
public async Task <ExecutionResult> Run(string input, IChannel channel)
{
if (string.IsNullOrWhiteSpace(input))
{
channel.Stderr("Please provide correct arguments");
return(ExecuteStatus.Error.ToExecutionResult());
}
var args = JsonConvert.DeserializeObject <Arguments>(input);
HybridQaoa hybridQaoa = new HybridQaoa(args.NumberOfIterations, args.p, args.ProblemInstance, args.NumberOfRandomStartingPoints, args.InitialBeta, args.InitialGamma);
return(hybridQaoa.RunOptimization().ToExecutionResult());
}
public void RunHybridQaoaTest()
{
double[] dh = new Double[] { 0, 0 };
double[] dJ = new Double[] { 0, 1,
0, 0 };
int numberOfIterations = 50;
int p = 2;
int numberOfRandomStartingPoints = 2;
ProblemInstance simpleMaxCut = new ProblemInstance(dh, dJ);
HybridQaoa classicalOptimization = new HybridQaoa(numberOfIterations, p, simpleMaxCut, numberOfRandomStartingPoints);
OptimalSolution optimalSolution = classicalOptimization.RunOptimization();
string optimizationResult1 = "01";
string optimizationResult2 = "10";
string result = optimalSolution.optimalVector;
Console.WriteLine(result);
Assert.IsTrue(result.Equals(optimizationResult1) || result.Equals(optimizationResult2), "Hybrid QAOA produced incorrect result.");
}