遗传算法

src/main/java/com/aps/entity/Algorithm/Chromosome.java

@@ -15,52 +15,52 @@ public class Chromosome {
     /// <summary>
     /// 机器选择部分（可选机器集中的顺序号）
     /// </summary>
-    public List<Integer> MachineSelection;
+    private List<Integer> MachineSelection;
 
     /// <summary>
     /// 工序排序部分（工件/订单ID）
     /// </summary>
-    public List<Integer> PperationSequencing;
+    private List<Integer> OperationSequencing;
 
     /// <summary>
     /// 适应度值
     /// </summary>
-    public double Fitness;
+    private double Fitness;
 
     /// <summary>
     /// 机器
     /// </summary>
-    public List<Machine> Machines;
+    private List<Machine> Machines;
 
     /// <summary>
     /// 解码后的调度结果
     /// </summary>
-    public List<ScheduleResult> Result;
+    private List<ScheduleResult> Result;
 
     /// <summary>
     /// 最早完工时间
     /// </summary>
-    public double Makespan;
+    private double Makespan;
 
     /// <summary>
     /// 总流程时间
     /// </summary>
-    public double TotalFlowTime;
+    private double TotalFlowTime;
 
     /// <summary>
     /// 总换型时间
     /// </summary>
-    public double TotalChangeoverTime;
+    private double TotalChangeoverTime;
 
     /// <summary>
     /// 机器负载标准差（越小越均衡）
     /// </summary>
-    public double MachineLoadStd;
+    private double MachineLoadStd;
 
     /// <summary>
     /// 交付期延迟时间
     /// </summary>
-    public double DelayTime;
+    private double DelayTime;
 
 
 }

src/main/java/com/aps/entity/Algorithm/GlobalOperationInfo.java

@@ -7,24 +7,24 @@ import lombok.Data;
  * 时间：2025-11-21
  */
 @Data
-public  class GlobalOperationInfo {
+public   class GlobalOperationInfo {
     /**
      * 全局唯一工序ID（0开始递增）
      */
-    public int GlobalOpId;
+    private int GlobalOpId;
 
     /**
      * 所属组ID
      */
-    public int GroupId;
+    private int GroupId;
 
     /**
      * 订单内工序顺序号
      */
-    public int Sequence;
+    private int Sequence;
 
     /**
      * 对应的工序实例
      */
-    public Entry Op;
+    private Entry Op;
 }

src/main/java/com/aps/entity/Algorithm/OperationSequencingWeight.java

@@ -11,13 +11,13 @@ public class OperationSequencingWeight {
     /**
      * 工序基因的序号
      */
-    public int Index ;
+    private int Index ;
     /**
      * 工序基因的值
      */
-    public int OsValue;
+    private int OsValue;
     /**
      * 权重
      */
-    public int Weight;
+    private int Weight;
 }

src/main/java/com/aps/entity/Algorithm/ScheduleParams.java

@@ -10,39 +10,39 @@ import java.util.Date;
  * 时间：2025-11-21
  */
     @Data
-public class ScheduleParams {
-    public Date BaseTime = new Date(); // 当前基准时间
+    public class ScheduleParams {
+    private Date BaseTime = new Date(); // 当前基准时间
 
     /// <summary>
     /// 设备总数
     /// </summary>
-    public int MachineCount; // 设备总数
+    private int MachineCount; // 设备总数
 
     /// <summary>
     /// 交叉概率
     /// </summary>
-    public double CrossoverProb = 0.8;
+    private double CrossoverProb = 0.8;
 
 
     /// <summary>
     /// 变异概率
     /// </summary>
-    public double MutationProb = 0.1; // 变异概率
+    private double MutationProb = 0.1; // 变异概率
 
     /// <summary>
     /// 种群规模
     /// </summary>
-    public int PopulationSize = 50; // 种群规模
+    private int PopulationSize = 50; // 种群规模
 
     /// <summary>
     /// 最大迭代次数
     /// </summary>
-    public int MaxIterations = 100; // 最大迭代次数
+    private int MaxIterations = 100; // 最大迭代次数
 
     /// <summary>
     /// 精英保留计数
     /// </summary>
-    public int ElitismCount = 5;
+    private int ElitismCount = 5;
 
 
 
@@ -50,17 +50,17 @@ public class ScheduleParams {
     /// <summary>
     /// 全局选择占比
     /// </summary>
-    public double GsRatio = 0.4; // 全局选择占比
+    private double GsRatio = 0.4; // 全局选择占比
 
     /// <summary>
     /// 局部选择占比
     /// </summary>
-    public double LsRatio = 0.4; // 局部选择占比
+    private double LsRatio = 0.4; // 局部选择占比
 
     /// <summary>
     /// 随机选择占比
     /// </summary>
-    public double RsRatio = 0.2; // 随机选择占比
+    private double RsRatio = 0.2; // 随机选择占比
 
 
 }

src/main/java/com/aps/entity/Algorithm/ScheduleResult.java

@@ -10,15 +10,15 @@ import java.util.List;
  */
 @Data
 public class ScheduleResult {
-    public int GroupId;
-    public int ProductId;
-    public int OperationId;
-    public int MachineId;
-    public int StartTime; // 相对开始时间（分钟）
-    public int EndTime; // 相对结束时间（分钟）
-    public int Quantity; // 批次大小（订单可拆分）
-    public List<ScheduleResultDetail> GeneDetails; // 时间详情
-    public int OneTime; // 单件工时
-    public int ProcessingTime; // 绝对处理时间（分钟）
-    public int ChangeoverTime;
+    private int GroupId;
+    private int ProductId;
+    private int OperationId;
+    private int MachineId;
+    private int StartTime; // 相对开始时间（分钟）
+    private int EndTime; // 相对结束时间（分钟）
+    private int Quantity; // 批次大小（订单可拆分）
+    private List<ScheduleResultDetail> GeneDetails; // 时间详情
+    private int OneTime; // 单件工时
+    private int ProcessingTime; // 绝对处理时间（分钟）
+    private int ChangeoverTime;
 }

src/main/java/com/aps/entity/Algorithm/ScheduleResultDetail.java

@@ -8,7 +8,7 @@ import lombok.Data;
  */
 @Data
 public class ScheduleResultDetail {
-    public String Key;
-    public int StartTime; // 相对开始时间（分钟）
-    public int EndTime; // 相对结束时间（分钟）
+    private String Key;
+    private int StartTime; // 相对开始时间（分钟）
+    private int EndTime; // 相对结束时间（分钟）
 }

src/main/java/com/aps/entity/basic/MaterialRequirement.java

@@ -17,17 +17,17 @@ public class MaterialRequirement {
     /**
      * 物料ID
      */
-    public int MaterialId;
+    private int MaterialId;
 
     /**
      * 物料类型
      */
-    public MaterialType MaterialType;
+    private MaterialType MaterialType;
 
     /**
      * 该工序需要的物料数量
      */
-    public BigDecimal RequiredQuantity;
+    private BigDecimal RequiredQuantity;
 
     @Override
     public String toString() {

src/main/java/com/aps/entity/basic/MaterialSupply.java

@@ -17,17 +17,17 @@ public class MaterialSupply {
     /**
      * 物料ID
      */
-    public int MaterialId;
+    private int MaterialId;
 
     /**
      * 数量
      */
-    public double Quantity;
+    private double Quantity;
 
     /**
      * 预计到货时间
      */
-    public LocalDateTime ArrivalTime;
+    private LocalDateTime ArrivalTime;
 
     @Override
     public String toString() {

src/main/java/com/aps/service/Algorithm/CommonCalculator.java

+package com.aps.service.Algorithm;
+
+import com.aps.entity.Algorithm.OperationSequencingWeight;
+import com.aps.entity.basic.Entry;
+
+import java.util.ArrayList;
+import java.util.List;
+import java.util.Random;
+
+/**
+ * 作者：佟礼
+ * 时间：2025-11-21
+ */
+public class CommonCalculator {
+    public static List<OperationSequencingWeight> getOsw(List<Integer> os, List<Entry> allOperations) {
+        // 计算最大优先级并加1
+        int maxPriority = allOperations.stream()
+                .mapToInt(Entry::getPriority)
+                .max()
+                .orElse(0) + 1;
+
+        // 为每个工序分配权重
+        List<OperationSequencingWeight> weightedOs = new ArrayList<>();
+        for (int idx = 0; idx < os.size(); idx++) {
+            int groupId = os.get(idx);
+            // 查找对应groupId的第一个操作
+            Entry entry = allOperations.stream()
+                    .filter(o -> o.getGroupId() == groupId)
+                    .findFirst()
+                    .orElse(null);
+            OperationSequencingWeight osw = new OperationSequencingWeight();
+            osw.setIndex(idx);
+            osw.setOsValue(groupId);
+            osw.setWeight(maxPriority - entry.getPriority());
+            weightedOs.add(osw);
+        }
+
+        return weightedOs;
+    }
+    public static int getOsIndex(List<OperationSequencingWeight> indexWeights) {
+        Random rnd = new Random();
+        int totalWeight = indexWeights.stream()
+                .mapToInt(OperationSequencingWeight::getWeight)
+                .sum();
+        int randomWeight = rnd.nextInt(totalWeight);
+        int cumulativeWeight = 0;
+        for (OperationSequencingWeight w : indexWeights) {
+            cumulativeWeight += w.getWeight();
+            if (cumulativeWeight >= randomWeight) {
+                return w.getIndex();
+            }
+        }
+        return 0;
+    }
+    public static int getOsIndex2(List<OperationSequencingWeight> weightedOs) {
+        Random rnd = new Random();
+        int totalWeight = weightedOs.stream()
+                .mapToInt(OperationSequencingWeight::getWeight)
+                .sum();
+        int randomWeight = rnd.nextInt(totalWeight);
+        int cumulativeWeight = 0;
+        int selectedIndex = -1;
+        for (int i = 0; i < weightedOs.size(); i++) {
+            cumulativeWeight += weightedOs.get(i).getWeight();
+            if (cumulativeWeight >= randomWeight) {
+                selectedIndex = i;
+                break;
+            }
+        }
+        return 0;
+    }
+}