// GET: CaseStudy
public ActionResult Index()
{
// 30/08/2015
var choosenList2 = _iScheduleService.GetAllSchedule().Where(x => x.Date <new DateTime(2015, 8, 30, 23, 59, 59) && x.Date> new DateTime(2015, 8, 30, 0, 0, 0)).Select(x => x.ProgramCode).Distinct().ToList();
List <ViewModelProgram> progamList2 = _iProgramService.GetAllProgramsHaveQuantity(new DateTime(2015, 8, 30)).Where(x => choosenList2.Contains(x.ProgramCode)).ToList();
ViewBag.realProgram = progamList2;
List <ViewModelProgram> progamList1 = _iProgramService.GetAllProgram().Where(x => choosenList2.Contains(x.ProgramCode)).ToList();
ViewBag.originalProgram = progamList1;
// 31/08/2015
var choosenList2next = _iScheduleService.GetAllSchedule().Where(x => x.Date <new DateTime(2015, 8, 31, 23, 59, 59) && x.Date> new DateTime(2015, 8, 31, 0, 0, 0)).Select(x => x.ProgramCode).Distinct().ToList();
List <ViewModelProgram> progamList2next = _iProgramService.GetAllProgramsHaveQuantity(new DateTime(2015, 8, 31)).Where(x => choosenList2next.Contains(x.ProgramCode)).ToList();
ViewBag.realProgramnext = progamList2next;
List <ViewModelProgram> progamList1next = _iProgramService.GetAllProgram().Where(x => choosenList2next.Contains(x.ProgramCode)).ToList();
ViewBag.originalProgramnext = progamList1next;
// predict 31/08/2015
var result = _iMakeScheduleService.makeSchedule(progamList2next, new DateTime(2015, 8, 31, 10, 30, 0), new DateTime(2015, 8, 31));
ViewBag.predictResult = result;
// real result 31/08/2015
var realResult = _iProgramService.GetProgramQuantity(progamList2next, new DateTime(2015, 8, 31));
ViewBag.realresult = realResult;
// compare
var compare = new List <ViewModelProgram>();
for (int i = 0; i < result.Count(); i++)
{
if (result[i].quantityList.FirstOrDefault().NoTimes == realResult[i].quantityList.FirstOrDefault().NoTimes)
{
var temp = new ViewModelProgram();
temp.ProgramCode = result[i].ProgramCode;
temp.Name = result[i].Name;
temp.quantityList = new List <ViewModelQuantity>();
ViewModelQuantity a1 = new ViewModelQuantity()
{
NoTimes = result[i].quantityList.FirstOrDefault().NoTimes,
quantity = result[i].quantityList.FirstOrDefault().quantity - realResult[i].quantityList.FirstOrDefault().quantity
};
temp.quantityList.Add(a1);
temp.quantityList.Add(result[i].quantityList.FirstOrDefault());
temp.quantityList.Add(realResult[i].quantityList.FirstOrDefault());
compare.Add(temp);
}
}
ViewBag.compare = compare;
// use the total real schedule to predict
return(View());
}
public List <ViewModelProgram> makeSchedule(List <ViewModelProgram> programlist, DateTime hours, DateTime limitedDate)
{
foreach (var item in programlist)
{
item.quantityList = new List <ViewModelQuantity>();
for (int i = 0; i < 5; i++)
{
ViewModelQuantity quantity = new ViewModelQuantity();
quantity.NoTimes = i + 1;
quantity.quantity = _iPredictionService.QuantityPredict(item.ProgramCode, i + 1, limitedDate);
item.quantityList.Add(quantity);
}
}
DateTime totaltime = hours;
//List<ViewModelProgram> result = FindMaxQuantity(programlist);
var result = randomAlgrithm(programlist, totaltime);
return(result);
}
