遗传算法

src/main/java/com/aps/controller/gantt/ResourceGanttController.java

@@ -134,6 +134,16 @@ public class ResourceGanttController {
         // 提取所有场景ID
         return scheduleChromosomes;
     }
+
+    @GetMapping("/Move")
+
+    public Chromosome Move() {
+        // 调用 PlanResultService 获取 ScheduleChromosome 列表
+        Chromosome scheduleChromosomes = planResultService.Move("B571EF6682DB463AB2977B1055A74112");
+
+        // 提取所有场景ID
+        return scheduleChromosomes;
+    }
     
     /**
      * 将 ScheduleChromosome 转换为 ResourceGanttVO 列表

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

 package com.aps.entity.Algorithm;
 
+import com.aps.entity.Algorithm.IDAndChildID.GroupResult;
 import com.aps.entity.basic.Entry;
 import com.aps.entity.basic.Machine;
 import com.aps.entity.basic.Order;
 import lombok.Data;
 
 import java.time.LocalDateTime;
+import java.util.ArrayList;
 import java.util.List;
 import java.util.UUID;
 import java.util.stream.Collectors;
@@ -57,6 +59,7 @@ public class Chromosome {
     private  List<Entry> allOperations;
     private  List<Order> orders;
     private  List<Machine> InitMachines;
+    private List<GroupResult> OperatRel;
     /// <summary>
     /// 适应度值
     /// </summary>
@@ -72,6 +75,11 @@ public class Chromosome {
     /// </summary>
     private List<GAScheduleResult> Result;
 
+    /// <summary>
+    /// 解码后的调度结果
+    /// </summary>
+    private List<GAScheduleResult> ResultOld=new ArrayList<>();
+
     /// <summary>
     /// 最早完工时间
     /// </summary>

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

@@ -286,6 +286,13 @@ public class GeneticDecoder {
             System.out.println("      标准模式：安排主处理+" + setupTime + "分钟换型=" + processingTimeTotal + "分钟");
         }
 
+        GAScheduleResult existingResult = chromosome.getResultOld().stream().filter(r-> r.getOperationId() == operation.Id).findFirst().orElse(null);
+        if(existingResult!=null)
+        {
+            earliestStartTime = Math.max(earliestStartTime,existingResult.getDesignatedStartTime());
+        }
+
+
         MachineCalculator machineCalculator=new MachineCalculator(baseTime,machines,machineScheduler);
         List<ScheduleResultDetail> geneDetails = machineCalculator.getNextAvailableTime(machine, earliestStartTime, -1,
                 processingTimeTotal, chromosome.getResult(), false, true, true);
@@ -347,6 +354,9 @@ public class GeneticDecoder {
         result.setStartTime(startTime);
         result.setEndTime(endTime);
         result.setTeardownTime(teardownTime);
+        if(existingResult!=null) {
+            result.setDesignatedStartTime(existingResult.getDesignatedStartTime());
+        }
 
         result.setOneTime(processingTime);
         result.setProcessingTime(processingTimeTotal);

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

 package com.aps.service.Algorithm;
 
+import com.aps.common.util.ProductionDeepCopyUtil;
 import com.aps.entity.Algorithm.Chromosome;
 import com.aps.entity.Algorithm.GAScheduleResult;
 import com.aps.entity.Algorithm.GlobalOperationInfo;
@@ -42,6 +43,16 @@ public class ScheduleOperationService {
                 .findFirst()
                 .orElseThrow(() -> new NoSuchElementException("Operation not found: " + opId));
 
+        int machineOptionIndex = targetOp.getMachineOptions().stream()
+                .map(MachineOption::getMachineId)
+                .collect(Collectors.toList())
+                .indexOf(newMachineId) + 1;
+
+        if(machineOptionIndex==0)
+        {
+            throw new NoSuchElementException("Machine not found: " + newMachineId);
+        }
+
         // 设置约束
         targetResult.setDesignatedStartTime(newStartTime);
         targetResult.setForcedMachineId(newMachineId);
@@ -53,10 +64,9 @@ public class ScheduleOperationService {
                 .map(GlobalOperationInfo::getGlobalOpId)
                 .orElseThrow(() -> new NoSuchElementException("Global operation not found: " + opId));
 
-        int machineOptionIndex = targetOp.getMachineOptions().stream()
-                .map(MachineOption::getMachineId)
-                .collect(Collectors.toList())
-                .indexOf(newMachineId) + 1;
+
+
+
 
         chromosome.getMachineSelection().set(globalOpIndex, machineOptionIndex);
 
@@ -86,6 +96,9 @@ public class ScheduleOperationService {
         MachineSchedulerService machineScheduler = new MachineSchedulerService(baseTime);
         GeneticDecoder decoder = new GeneticDecoder(globalParam,baseTime, chromosome.getInitMachines(),
                 chromosome.getOrders(), null, machineScheduler);
+        chromosome.setMachines(chromosome.getInitMachines());
+        chromosome.setResultOld(ProductionDeepCopyUtil.deepCopyList(chromosome.getResult()));
+        chromosome.getResult().clear();
 
         decoder.decode(chromosome);
         if(chromosome.getFitness()==0) {

src/main/java/com/aps/service/plan/MachineSchedulerService.java

@@ -207,7 +207,7 @@ public class MachineSchedulerService {
                             && containsDay(s.getDays(), date.getDayOfWeek()))
                     .collect(Collectors.toList());
 if(shifts==null||shifts.size()==0) {
-    LocalDate sd= LocalDate.of(2020, 10, 1);
+    LocalDate sd= LocalDate.of(2000, 1, 1);
     shifts = machine.getShifts().stream()
             .filter(s ->sd.compareTo(s.getStartDate().toLocalDate())==0&& s.getDays() != null
                     && containsDay(s.getDays(), date.getDayOfWeek()))

src/main/java/com/aps/service/plan/PlanResultService.java

@@ -163,7 +163,7 @@ public class PlanResultService {
                 }
             }
             ScheduleParams param = new ScheduleParams();
-            param.setBaseTime(LocalDateTime.of(2025, 10, 1, 0, 0, 0));
+            param.setBaseTime(LocalDateTime.of(2025, 11, 1, 0, 0, 0));
             param.setPopulationSize(50);
             param.setMaxIterations(100);
 
@@ -193,6 +193,7 @@ public class PlanResultService {
 
             int id = 1;
             for (Order order : orders) {
+order.setDueDate(LocalDateTime.of(2025, 12, 1,0,0,0));
                 // 假设products是一个List<Product>，根据Product的Id查找对应的产品
                 Product product = products.stream()
                         .filter(p -> p.getId() == order.getProductId())
@@ -224,11 +225,11 @@ public class PlanResultService {
             // 5. 执行调度算法
             GeneticAlgorithm scheduler =new GeneticAlgorithm(globalParam,machines,orders,null,machineScheduler); //new GeneticAlgorithm(products, machines, orders, machineScheduler);
             Chromosome Chromosomes =scheduler.Run(param,allOperations);
-
+            WriteScheduleSummary(Chromosomes);
             ScheduleOperationService ScheduleOperation=new ScheduleOperationService();
             LocalDateTime ds=  LocalDateTime.of(2025, 12, 7, 23, 59);
             ScheduleOperation.moveOperation(Chromosomes,3, (int)ChronoUnit.SECONDS.between(param.getBaseTime(), ds),2,param.getBaseTime(), globalParam);
-            //Chromosomes.forEach(this::WriteScheduleSummary);
+           WriteScheduleSummary(Chromosomes);
 
             return Chromosomes;
 
@@ -276,29 +277,46 @@ public class PlanResultService {
                 orders.add(order);
             }
 
-            List<Entry> entrys= InitEntrys(SceneId,ProdEquipments,ProdLaunchOrders);
-
+            Map<Integer,Object> list= InitEntrys(SceneId,ProdEquipments,ProdLaunchOrders);
+           List<Entry> entrys=(List<Entry>)list.get(1);
+            List<GroupResult> entryRel=(List<GroupResult>)list.get(2);
 
             GlobalParam globalParam=new GlobalParam();
             // 5. 执行调度算法
             GeneticAlgorithm scheduler =new GeneticAlgorithm(globalParam,machines,orders,null,machineScheduler); //new GeneticAlgorithm(products, machines, orders, machineScheduler);
-            Chromosome Chromosomes =scheduler.Run(param,entrys);
-
+            Chromosome chromosome =scheduler.Run(param,entrys);
+            chromosome.setOperatRel(entryRel);
+            _sceneService.saveChromosomeToFile(chromosome, SceneId);
 
            // Chromosomes.forEach(this::WriteScheduleSummary);
 
-            return Chromosomes;
+            return chromosome;
 
         } catch (Exception e) {
             throw new RuntimeException("调度执行失败", e);
         }
     }
-
+    public Chromosome  Move(String SceneId) {
+        ScheduleParams param = new ScheduleParams();
+
+        param.setBaseTime(LocalDateTime.of(2025, 11, 1, 0, 0, 0));
+        GlobalParam globalParam=new GlobalParam();
+        Chromosome chromosome= _sceneService.loadChromosomeFromFile(SceneId);
+        WriteScheduleSummary(chromosome);
+        ScheduleOperationService ScheduleOperation=new ScheduleOperationService();
+        LocalDateTime ds=  LocalDateTime.of(2025, 12, 7, 23, 59);
+        ScheduleOperation.moveOperation(chromosome,2, (int)ChronoUnit.SECONDS.between(param.getBaseTime(), ds),2,param.getBaseTime(), globalParam);
+        WriteScheduleSummary(chromosome);
+
+      //  _sceneService.saveChromosomeToFile(chromosome, SceneId);
+        return  chromosome;
+    }
 
 
     public Chromosome  schedule(String SceneId) {
         try {
             ScheduleParams param = new ScheduleParams();
+
             param.setBaseTime(LocalDateTime.of(2025, 11, 1, 0, 0, 0));
             param.setPopulationSize(50);
             param.setMaxIterations(100);
@@ -335,7 +353,10 @@ public class PlanResultService {
                 orders.add(order);
             }
 
-            List<Entry> entrys= InitEntrys(SceneId,ProdEquipments,ProdLaunchOrders);
+
+            Map<Integer,Object> list= InitEntrys(SceneId,ProdEquipments,ProdLaunchOrders);
+            List<Entry> entrys=(List<Entry>)list.get(1);
+            List<GroupResult> entryRel=(List<GroupResult>)list.get(2);
 
 
             GlobalParam globalParam=new GlobalParam();
@@ -344,7 +365,7 @@ public class PlanResultService {
             Chromosome  chromosomes =scheduler.Run(param,entrys);
             chromosomes.setScenarioID(SceneId);
             chromosomes.setBaseTime(param.getBaseTime());
-
+            chromosomes.setOperatRel(entryRel);
             // 保存chromosomes到文件
             _sceneService.saveChromosomeToFile(chromosomes, SceneId);
 
@@ -575,9 +596,9 @@ public class PlanResultService {
 
     }
 
-    private List<Entry> InitEntrys(String SceneId,List<ProdEquipment> ProdEquipments,List<ProdLaunchOrder> ProdLaunchOrders)
+    private Map<Integer, Object> InitEntrys(String SceneId,List<ProdEquipment> ProdEquipments,List<ProdLaunchOrder> ProdLaunchOrders)
     {
-
+        Map<Integer, Object> list=new HashMap<>();
         List<ProdProcessExec> ProdProcessExecs=  _prodProcessExecService.lambdaQuery()
                 .eq(ProdProcessExec::getSceneId,SceneId)
                 .list();
@@ -621,14 +642,14 @@ public class PlanResultService {
         for (int i = 0; i < results.size(); i++) {
             GroupResult groupResult = results.get(i);
             List<NodeInfo> nodeInfoList = groupResult.getNodeInfoList();
-            System.out.println("分组" + (i + 1) + "顺序：" + nodeInfoList);
+           // System.out.println("分组" + (i + 1) + "顺序：" + nodeInfoList);
             for (NodeInfo nodeInfo : nodeInfoList) {
-                System.out.printf("原始ID：%s → 全局序号：%d，分组内序号：%d，新父ID列表：%s，新子ID列表：%s%n",
-                        nodeInfo.getOriginalId(),
-                        nodeInfo.getGlobalSerial(),
-                        nodeInfo.getGroupSerial(),
-                        nodeInfo.getNewParentIds().isEmpty() ? "无" : nodeInfo.getNewParentIds(),
-                        nodeInfo.getNewChildIds());
+//                System.out.printf("原始ID：%s → 全局序号：%d，分组内序号：%d，新父ID列表：%s，新子ID列表：%s%n",
+//                        nodeInfo.getOriginalId(),
+//                        nodeInfo.getGlobalSerial(),
+//                        nodeInfo.getGroupSerial(),
+//                        nodeInfo.getNewParentIds().isEmpty() ? "无" : nodeInfo.getNewParentIds(),
+//                        nodeInfo.getNewChildIds());
 
                 Entry entry = new Entry();
 
@@ -675,9 +696,10 @@ public class PlanResultService {
 
             System.out.println("------------------------");
         }
+        list.put(1,entrys);
+        list.put(2,results);
 
-
-        return  entrys;
+        return  list;
 
     }
 

src/main/resources/orders.json

@@ -3,7 +3,7 @@
     "id": 1,
     "productId": 1,
     "quantity": 50,
-    "dueDate": "2025-10-27T16:21:31.0756427+08:00",
+
     "priority": 1,
     "canSplit": false,
     "canInterrupt": false
@@ -12,7 +12,7 @@
     "id": 2,
     "productId": 1,
     "quantity": 100,
-    "dueDate": "2025-10-18T16:21:31.0756427+08:00",
+
     "priority": 2,
     "canSplit": false,
     "canInterrupt": false
@@ -21,7 +21,7 @@
     "id": 3,
     "productId": 2,
     "quantity": 100,
-    "dueDate": "2025-10-31T16:21:31.0756427+08:00",
+
     "priority": 2,
     "canSplit": false,
     "canInterrupt": false

src/main/resources/products.json

@@ -10,7 +10,7 @@
         "machineOptions": [
           {
             "machineId": 2,
-            "processingTime": 11,
+            "processingTime": 660,
             "setupTime": 0,
             "teardownTime": 0,
             "preTime": 0
@@ -25,14 +25,14 @@
         "machineOptions": [
           {
             "machineId": 3,
-            "processingTime": 5,
+            "processingTime": 600,
             "setupTime": 0,
             "teardownTime": 0,
             "preTime": 0
           },
           {
             "machineId": 5,
-            "processingTime": 21,
+            "processingTime": 1320,
             "setupTime": 0,
             "teardownTime": 0,
             "preTime": 0
@@ -47,7 +47,7 @@
         "machineOptions": [
           {
             "machineId": 5,
-            "processingTime": 6,
+            "processingTime": 360,
             "setupTime": 0,
             "teardownTime": 0,
             "preTime": 0
@@ -62,14 +62,14 @@
         "machineOptions": [
           {
             "machineId": 1,
-            "processingTime": 19,
+            "processingTime": 1200,
             "setupTime": 0,
             "teardownTime": 0,
             "preTime": 0
           },
           {
             "machineId": 4,
-            "processingTime": 20,
+            "processingTime": 1160,
             "setupTime": 0,
             "teardownTime": 0,
             "preTime": 0
@@ -90,7 +90,7 @@
         "machineOptions": [
           {
             "machineId": 1,
-            "processingTime": 5,
+            "processingTime": 300,
             "setupTime": 0,
             "teardownTime": 0,
             "preTime": 0
@@ -105,7 +105,7 @@
         "machineOptions": [
           {
             "machineId": 2,
-            "processingTime": 22,
+            "processingTime": 1440,
             "setupTime": 0,
             "teardownTime": 0,
             "preTime": 0
@@ -127,7 +127,7 @@
           },
           {
             "machineId": 5,
-            "processingTime": 28,
+            "processingTime": 1800,
             "setupTime": 0,
             "teardownTime": 0,
             "preTime": 0