public async Task <int> AddNewPlan(PersonalPlanDto personalPlan)
{
_dbContext.PersonalPlans.Add(personalPlan);
await _dbContext.SaveChangesAsync();
return(personalPlan.Id);
}
public void OptimizeStrategicPlan(PersonalPlanDto personalPlan)
{
PersonalPlan = personalPlan;
var population = new Population();
for (var p = 0; p < 20; p++)
{
var chromosome = new Chromosome();
foreach (var activitySlotDto in personalPlan.Activities)
{
chromosome.Genes.Add(new Gene(activitySlotDto));
}
chromosome.Genes.ShuffleFast();
population.Solutions.Add(chromosome);
}
// create the elite operator
var elite = new Elite(10);
// create the crossover operator
var crossover = new Crossover(0.8)
{
CrossoverType = CrossoverType.DoublePointOrdered
};
// create the mutation operator
var mutate = new SwapMutate(0.02);
// create the GA
var ga = new GeneticAlgorithm(population, CalculateFitness);
// hook up to some useful events
ga.OnGenerationComplete += ga_OnGenerationComplete;
ga.OnRunComplete += ga_OnRunComplete;
// add the operators
ga.Operators.Add(elite);
ga.Operators.Add(crossover);
ga.Operators.Add(mutate);
// run the GA
ga.Run(Terminate);
}
