迫使求解器找到一个解
本文关键字:一个 | 更新日期: 2023-09-27 18:04:52
当不是所有的约束都像在Excel中一样满足时,我怎么能强迫MS求解器找到一个模型的解决方案?我发现了一个方法getin可行性集(显然它返回模型中不满足的约束),这是在线性报告对象,但我不能实例化这个对象,因为它需要ISolver和LinearSolutionMappings参数,我也不能实例化。
我解决了这个问题。这是我的代码。
//constraints avoiding the optimal solution
List<int> Restricoes = new List<int>();
bool solucaoOtima = false;
//index = 1, because the first constraint is always in the model
int index = 1;
while (solucaoOtima == false)
{
var restricao = auxModel.Constraints.ToList()[index];
restricao.Enabled = false;
auxSolution = auxContext.Solve();
//that's the trick part, I assumed that if I find the optimal
//solution by removing the current index, then I assumed
//the problem was this index
if (auxSolution.Quality.ToString().Equals("Optimal"))
{
Restricoes.Add(index);
VoltarRestricoes(auxModel, Restricoes);
auxSolution = auxContext.Solve();
solucaoOtima = auxSolution.Quality.ToString().Equals("Optimal") ? true : false;
}
index = index == limiteIteracao ? 1 : index + 1;
}
/// <summary>
/// Reset all the constraints of the model, except those indexes that are in Restricoes list.
/// </summary>
/// <param name="auxModel"></param>
/// <param name="Restricoes"></param>
private void VoltarRestricoes(Model auxModel, List<int> Restricoes)
{
for (int i = 0; i < auxModel.Constraints.ToList().Count; i++)
{
var restricao = auxModel.Constraints.ToList()[i];
restricao.Enabled = Restricoes.Contains(i) ? false : true;
}
}