#define DEBUG_TIME1
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using AForge;
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using AForge.Genetic;
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using Hydro.CommonBase;
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using Hydro.HydraulicHelperNS;
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using System;
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using System.Collections.Generic;
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using System.Numerics;
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using System.Threading;
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using System.Threading.Tasks;
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//using WaterDistributioinManager;
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namespace Hydro.ParrelControl
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{
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[Serializable]
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public class OPTFunction : IFitnessFunctionDouble
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{
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Quene Quene;
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int Level;
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public enum Modes
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{
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Maximization,
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Minimization
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}
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/// <summary>
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/// ÿһά¶ÈµÄÈ¡Öµ·¶Î§Çø¼ä
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/// </summary>
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private DRange[] list_Range;
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/// <summary>
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/// ÿһά¶ÈµÄÈ¡Öµ·¶Î§Çø¼ä
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/// </summary>
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private double?[] list_Accuracy;
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/// <summary>
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/// ά¶ÈÊý
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/// </summary>
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private int COUNT_D;
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/// <summary>
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/// µ¥Î¬¶È³¤¶È
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/// </summary>
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private int[] Length_Ds;
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///// <summary>
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///// ÓÅѡģʽ£¨0ÊÇ×î´óÖµ£¬1ÊÇ×îСֵ£©
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///// </summary>
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//private Modes mode;
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//Ôö¼ÓÒ»¸öÒÀÀµ¹ØϵÊôÐÔ£¬ÓÃÓÚ¼ÆËã
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public int[] Dependencies;
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//public double Evaluate(BinaryChromo chromosome)
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//{
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// ReSet(chromosome);
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// ChromosomeBase chromosome1 = chromosome as ChromosomeBase;
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// lock (Quene.ResultChrome)
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// {
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// if (Quene.ResultChrome.ContainsKey(chromosome1.ID)) return 1;
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// Quene.ResultChrome.Add(chromosome1.ID, chromosome1);
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// }
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// double[] array = Translate(chromosome1);
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// chromosome1.AttemptArray = array;
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// double num = OptimizationFunction(array, chromosome1.ID,chromosome);
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// return 1;
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// //if (mode != 0)
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// //{
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// // return 1.0 / num;
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// //}
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// return num;
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//}
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public double Evaluate(IChromosome chromosome)
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{
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//if (chromosome is BinaryChromo bi)
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//{
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// ReSet(bi);
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//}
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//ReSet(chromosome, param, wParam, gParam);
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ChromosomeBase chromosome1 = chromosome as ChromosomeBase;
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/*[CloudflightÐÞ¸Ä]2024-6-3
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½âËø
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*/
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lock (Quene.ResultChrome)
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{
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if (Quene.ResultChrome.ContainsKey(chromosome1.ID)) return 1;
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Quene.ResultChrome.Add(chromosome1.ID, chromosome1);
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}
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double[] array = Translate(chromosome1);
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chromosome1.AttemptArray = array;
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double num = OptimizationFunction(array, chromosome1.ID, chromosome);
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return 1;
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//if (mode != 0)
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//{
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// return 1.0 / num;
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//}
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return num;
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}
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public double[] Translate(IChromosome chromosome)
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{
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double[] result = new double[COUNT_D];
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if (chromosome is BinaryChromo bi)
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{
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if (bi == null)
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{
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for (int i = 0; i < COUNT_D; i++)
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{
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result[i] = 1;
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};
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return result;
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}
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else if (bi.AttemptArray != null)
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return bi.AttemptArray;
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else
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{
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ulong value = bi.Value;//»ñÈ¡ÕûÊýÖµ
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int length = bi.Length;//³¤¶È
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BinaryNums bNum = new BinaryNums(value, length, ulong.MaxValue, 64);
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for (int i = 0; i < COUNT_D; i++)
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{
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result[i] = bNum.GetDoubleValue1D(Length_Ds[i], list_Range[i], list_Accuracy[i]);
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};
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}
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}
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else if (chromosome is RandDoubleChromo)
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{
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RandDoubleChromo Rchromosome = chromosome as RandDoubleChromo;
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result = Rchromosome.Value;
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}
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return result;
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}
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public BinaryChromo DisTranslate(double[] OriginValueList, LogicModelParams param, WdnmoParam wParam, GeneticParams gParam)
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{
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ulong value = 0;
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int length = 0;
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BinaryNums bNum = new BinaryNums(value, length, ulong.MaxValue, 64);
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double[] result = new double[COUNT_D];
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for (int i = COUNT_D - 1; i >= 0; i--)
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{
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bNum.AddBinary(OriginValueList[i], Length_Ds[i], list_Range[i]);
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};
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return new BinaryChromo(bNum.ulongValue, bNum.length,Level,param,wParam,gParam,this);
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}
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public void ReSet(BinaryChromo chromosome)
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{
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var arr = Translate(chromosome);
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if (arr == null) return;
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for (int i=0;i<arr.Length;i++)
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{
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//ÅжÏÊÇ·ñÓÐÒÀÀµÏî
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if (Dependencies[i]>=0 && arr[Dependencies[i]]==0)
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{
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arr[i] = list_Range[i].Min;
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}
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//if (item == 1) return;
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}
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var source = DisTranslate(arr, chromosome.param, chromosome.wParam, chromosome.gParam);
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chromosome.Level = source.Level;
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chromosome.ID = source.ID;
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chromosome.setval(source.getval());
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}
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private static DRange[] DR(List<DRange> drs)
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{
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var DRS = new DRange[drs.Count];
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for(int i=0;i<DRS.Length;i++)
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{
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DRS[i] = new DRange(drs[i].Min, drs[i].Max);
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}
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return DRS;
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}
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//public OptimizationFunctionXDs(DRange[] listRange, int[] Length_Ds, double?[] list_Accuracy)
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//{
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// this.list_Range = listRange;
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// COUNT_D = listRange.Length;
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// this.Length_Ds = Length_Ds;
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// this.list_Accuracy = list_Accuracy;
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//}
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//LogicModelParams param;
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// public OPTFunction( LogicModelParams param,GeneticParams gParam)
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// : base(DR(gParam.ranges) , gParam.DLengths.ToArray(), gParam.accuracys.ToArray())
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//{
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// Quene = gParam.Quene;
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// Level=gParam.Level;
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// //this.param = param;
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// }
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public OPTFunction( LogicModelParams param,GeneticParams gParam)
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{
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this.list_Range = DR(gParam.ranges);
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this.Length_Ds = gParam.DLengths.ToArray();
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COUNT_D = Length_Ds.Length;
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this.list_Accuracy = gParam.accuracys.ToArray();
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Quene = gParam.Quene;
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Level=gParam.Level;
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//this.param = param;
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}
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private void sendCalc(calcParam param)
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{
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/*[CloudflightÐÞ¸Ä]2024-6-3
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½âËø
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*/
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#if DEBUG_TIME
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var time = DateTime.Now;
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#endif
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lock (Quene.ResultDictionary)
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{
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if (Quene.ResultDictionary.ContainsKey(param.ID)) return;
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Quene.ResultDictionary.Add(param.ID, null);
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}
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/*[CloudflightÐÞ¸Ä]2024-6-3
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½âËø
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*/
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lock (Quene.MissionQuene)
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{
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Quene.MissionQuene.Add(param);
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//Quene.MissionQueneCount++;
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}
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#if DEBUG_TIME
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HydraulicHelper.TimeSet["Ìí¼Ó¼ÆËãÈÎÎñ"]+=(DateTime.Now-time).TotalSeconds;
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HydraulicHelper.TimeSetCount["Ìí¼Ó¼ÆËãÈÎÎñ"]++;
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#endif
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}
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//private double WaitCalcResult(Guid ID)
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//{
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// while (Quene.ResultDictionary.ContainsKey(ID) && Quene.ResultDictionary[ID] ==null)
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// {
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// Thread.Sleep(20);
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// }
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// return Quene.ResultDictionary[ID] ??0;
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//}
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/// <summary>
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/// Ä¿±êº¯Êý¶¨Òå
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/// </summary>
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/// <param name="array">Ë®±ÃƵÂʵÄ×éºÏ</param>
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/// <returns></returns>
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public double OptimizationFunction(double[] array,Guid ID, IChromosome chromosome)
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{
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//List<ModelOutputNode> modelOutputNodes = null;
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//List<ModelOutputLink> modelOutputLinks = null;
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//List<double> pumpFlows = null;
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//string result = null;
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//double press;
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//double energe;
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var cParam = new calcParam();
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cParam.ID = ID;
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cParam.vars = array;
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cParam.chromosome = chromosome;
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sendCalc(cParam);
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return 0;
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//if (array.Length > 2) Log.Add($"×Ó·½°¸¼ÆË㣬ÅÉ·¢¼ÆËãÏß³Ì{ID}£¬µ±Ç°ÈÎÎñÊýÁ¿{Quene.MissionQuene.Count}¸ö");
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//if (array.Length > 2) Log.Add("×Ó·½°¸¼ÆË㣬·µ»Ø¼ÆËãÏ߳̽á¹û" + ID.ToString());
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//double resultValue = 0;
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//string result = EPAHelper.GetHelper().GetResult(cParam, out resultValue);
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//var rValue = resultValue;
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//var rValue = WaitCalcResult(cParam.ID);
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//return rValue;
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}
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}
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}
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