[增强]添加优化计算库

cloudflight

2024-07-06 0340a1bb6012a97de0e029b26b5c882472749050

 Hydraulic/Hydro.CommonBase/ParamModel.cs

@@ -36,12 +36,78 @@
            if (Quene!=null) Quene.Dispose();
            Quene = new Quene();
            this.Quene= Quene;
            //获取全局默认设置
            var globalConfig = Db.Connection.QueryFirstOrDefault<string>("SELECT FValue FROM MyConfig WHERE FKey='GlobalConfig'");
            GlobalConfig = JsonConvert.DeserializeObject<GlobalConfig>(globalConfig) ?? new GlobalConfig();
            this.GlobalConfig = GlobalConfig;
            if (ConfigPath!=null)
            {
                //获取全局默认设置
                var globalConfig = Db.Connection.QueryFirstOrDefault<string>("SELECT FValue FROM MyConfig WHERE FKey='GlobalConfig'");
                GlobalConfig = JsonConvert.DeserializeObject<GlobalConfig>(globalConfig) ?? new GlobalConfig();
                this.GlobalConfig = GlobalConfig;
            }
            
            isInited = true;
            //return gParam;
        }
        public string Load_GeneticSettings(LogicModelParams param)
        {

            var ranges = new List<DRange>();
            var accuracys = new List<Double?>();
            var DLengths = new List<int>();
            //chromosomeLength = 0;
            param.试算变量.ForEach(v =>
            {
                ranges.Add(v.doubleRange);
                DLengths.Add(getDLength(v.doubleRange, v.accuracy));
                accuracys.Add(v.accuracy);
            });
            this.ranges = ranges;
            this.DLengths = DLengths;
            this.accuracys = accuracys;
            return null;
        }
        public string Load_Settings(LogicModelParams param, FinishEvent onFinished, FinishEvent onError, FinishEvent onReportProgress, SetEvent SetVarsMethod)
        {
            //string result = null;


            //DLengths.ForEach(m => chromosomeLength += m);

            this.populationSize = this.GlobalConfig.Ext.populationNum;
            this.iterations = this.GlobalConfig.Ext.iterationNum;
            this.populationSize_min = this.GlobalConfig.Ext.populationNum_full;
            this.iterations_full = this.GlobalConfig.Ext.iterationNum_full;

            this.selectionMethod = 0;
            this.optimizationMode = param.OFunction.ExpressType == "最大" ? 1 : 0;
            this.强制重计算 = this.GlobalConfig.Ext.是否优选方案;
            this.iterations_min = this.GlobalConfig.Ext.iterationNum_Min;

            this.onReportProgress = onReportProgress;
            this.onFinished = onFinished;
            this.onError = onError;
            this.setVars = SetVarsMethod;

            

            return null;
          
        }
        int getDLength(DRange dr, double? accur)
        {
            if (accur == null) accur = 0.1;
            var num_Total = dr.Length / (double)accur;
            var Dlength = 0;
            var value = 1;
            var i = 0;
            //判断需要多少位二进制数
            //Dlength=Math.Log(num_Total, 2) > 0 ? (int)Math.Ceiling( Math.Log(num_Total, 2)) : 0;
            while (value <= num_Total && i < 1000)
            {
                value *= 2;
                Dlength += 1;
                i++;
            }
            return Dlength;
        }
        public void Dispose()
        {
@@ -51,19 +117,23 @@

        }
        
        //世代最优解列表
        public List<double> list_FitnessByItera;

        public List<double> list_BestEnerge;
        public List<double> list_AvgHz;
        #region 解析参数
        public List<DRange> ranges;
        public List<int> DLengths;
        public List<double?> accuracys;
        public List<int> Dependencies;
        public double[] list_AtemtpArr;
        #endregion 

    
        
        //public double[] list_AtemtpArr;

        public string SolutionSaveName;
        public int populationSize;
        public int iterations;
        public int populationSize_full;
        public int populationSize_min;
        public int iterations_full;
        public List<ulong> Upopulations = null;

@@ -101,17 +171,16 @@
        public GeneticParams DeepCopy()
        {
            var copy = new GeneticParams(this.Level);
            copy.list_BestEnerge = this.list_BestEnerge?.ToList();
            copy.list_AvgHz = this.list_AvgHz?.ToList();
            copy.list_FitnessByItera = this.list_FitnessByItera?.ToList();
            copy.ranges = this.ranges?.Select(range => new DRange(range.Min, range.Max))?.ToList();
            copy.DLengths = this.DLengths?.ToList();
            copy.accuracys = this.accuracys?.ToList();
            copy.Dependencies = this.Dependencies?.ToList();
            copy.list_AtemtpArr = this.list_AtemtpArr?.ToArray();
            
            //copy.list_AtemtpArr = this.list_AtemtpArr?.ToArray();
            copy.SolutionSaveName = this.SolutionSaveName;
            copy.populationSize = this.populationSize;
            copy.iterations = this.iterations;
            copy.populationSize_full = this.populationSize_full;
            copy.populationSize_min = this.populationSize_min;
            copy.iterations_full = this.iterations_full;
            copy.Upopulations = this.Upopulations?.ToList();
            copy.selectionMethod = this.selectionMethod;
@@ -130,7 +199,7 @@
            copy.setVars = this.setVars;
            copy.Db = this.Db; // Assuming Db is a reference type
            copy.SolutionDBHelper = this.SolutionDBHelper; // Assuming SolutionDBHelper is a reference type
            copy.GlobalConfig = this.GlobalConfig.DeepCopyByBin<GlobalConfig>(); // Assuming GlobalConfig has a copy constructor
            copy.GlobalConfig = this.GlobalConfig;//.DeepCopyByBin<GlobalConfig>(); // Assuming GlobalConfig has a copy constructor
            copy.isInited = this.isInited;
            copy.Quene = this.Quene; // Assuming Quene has a copy constructor
            copy.ID = this.ID;
@@ -451,6 +520,8 @@

        public List<SetVar> setVars = new List<SetVar>();

        public int CurrentIndex = -1;

    }
    public class SetVar
    {
@@ -543,6 +614,9 @@
        public List<variable> 变量 = new List<variable>();
        public List<variable> 表达式 = new List<variable>();
        public List<variable> 预处理插件 = new List<variable>();
        public variable ChromeFilter = null;
        public variable GeneFilter = null;
        [JsonIgnore]
        public List<variable> 输出变量
        {
            get
@@ -557,6 +631,7 @@
                return all;
            }
        }
        [JsonIgnore]
        public List<variable> 接口变量
        {
            get
@@ -570,6 +645,7 @@
                return all;
            }
        }
        [JsonIgnore]
        public List<variable> 设定变量
        {
            get
@@ -580,7 +656,7 @@
                return all;
            }
        }
        
        [JsonIgnore]
        public List<variable> 变量全集
        {
            get
@@ -607,6 +683,7 @@
        //[NonSerialized]
        [JsonIgnore]
        public Dictionary<int, variable> dict_ID { get; set; }
        [JsonIgnore]
        public Dictionary<string, variable> dict_Tag { get; private set; }
        
        //[NonSerialized]
@@ -645,6 +722,14 @@
                    dict_OutPut.Add(vv.Tag, new Ivariable[] { vv });
                if (!string.IsNullOrEmpty(vv.expressString) &&!dict_OutPut.ContainsKey(vv.expressString)) 
                    dict_OutPut.Add(vv.expressString,new Ivariable[] { vv }); 
            });

            预处理插件.ForEach(vv => 
            {
                if (vv.IndicatorType=="方案筛选器")
                    ChromeFilter = vv;
                if (vv.IndicatorType == "基因筛选器")
                    GeneFilter = vv;
            });

        }
@@ -731,21 +816,22 @@
    [Serializable]
    public class variable: Ivariable
    {
        public static List<string> list_indicatorTypeName
        public static List<string> list_indicatorTypeName 
        {
            get
            {
                if (_list_indicatorTypeName == null)
                if (_list_indicatorTypeName==null)
                {
                    _list_indicatorTypeName = new List<string>() { "已知压力", "节点用水量", "节点用水模式", "水池水位", "水泵转速比", "管线阻力系数", "阀门开度", "水泵开关", "阀门开关", "管线开关", "管线直径", "管线长度", "总水量", "节点压力", "节点自由压力", "节点需水量", "节点标高", "节点水龄", "节点水质", "管线流量", "管线流速", "水头损失", "当前状态", "水泵能耗", "水泵开关", "水泵转速比", "初始及运行传参", "初始传参", "运行传参", "种群生成器", "方案筛选器", "计算前处理", "结果处理", "当量分配", "随机分配" };
                    _list_indicatorTypeName =new List<string>() { "已知压力", "节点用水量", "节点用水模式", "水池水位", "水泵转速比", "管线阻力系数", "阀门开度", "水泵开关", "阀门开关", "管线开关", "管线直径", "管线长度", "总水量", "节点压力", "节点自由压力", "节点需水量", "节点标高", "节点水龄", "节点水质", "管线流量", "管线流速", "水头损失", "当前状态", "水泵能耗", "水泵开关", "水泵转速比", "初始化","初始及运行传参", "初始传参", "运行传参", "种群生成器", "方案筛选器", "基因筛选器", "计算前处理", "输出计算处理", "结果处理", "当量分配", "随机分配" };
                }
                return _list_indicatorTypeName;
            }


         
            
        }

        private static List<string> _list_indicatorTypeName = null;

        public static List<string> listUsedInitValue = new List<string>() { "初始计算值", "变化值", "绝对变化值" };
        //public static List<string> list_输入值 = new List<string>() { "基准值(界面)", "定义值", "基准值(接口)",  "模式系数(界面)", "模式系数(接口)" };
        public static HashSet<string> list_输入值 = new HashSet<string>() { "基准值(界面)", "定义值", "基准值(接口)", "模式系数(界面)", "模式系数(接口)" };
@@ -826,12 +912,10 @@
        public int arrgFuncType;
        public string defaultExpress;
        private int _indicatorType;
      
        public string IndicatorType 
        { 
            get
            {
                
                if (_indicatorType<0)
                {
                    return list_indicatorTypeName[0];
@@ -867,7 +951,7 @@
            {
                return _Values;
            }
            private set
            set
            {
                _Values = value;
            }
@@ -913,7 +997,8 @@
        /// </summary>
        public string Value_Set(int period,double value)
        {
            _Values[period] = value;
            if (_Values!=null && period < _Values.Length)
                _Values[period] = value;
            return null;
            string result = null;
            double formatValue = value;
@@ -1023,9 +1108,11 @@
                if (_level!=0) return _level;
                int tempLevel = 1;
                if (Vars!=null)
                foreach (var v in Vars) 
                for (int i=0;i<Vars.Count;i++) 
                {
                    if (v!=this && v is variable vv && tempLevel < vv.Level + 1) tempLevel = vv.Level + 1;
                    var v = Vars[i];
                   
                    if (!VarIndexs.ContainsKey(i) && v !=this && v is variable vv && tempLevel < vv.Level + 1) tempLevel = vv.Level + 1;
                }
                _level= tempLevel;
                return _level;