遗传算法-移动多工单，删除订单

src/main/java/com/aps/common/util/ParamValidator.java

@@ -12,6 +12,7 @@ import java.time.format.DateTimeFormatter;
 import java.time.format.DateTimeParseException;
 import java.util.List;
 import java.util.Map;
+import java.util.stream.Collectors;
 
 @Slf4j
 @UtilityClass
@@ -241,4 +242,25 @@ public class ParamValidator {
             })
             .toArray(Double[]::new);
     }
+
+    public static List<Integer> convertToIntArray(List<?> sourceList, String fieldName) {
+        requireNotEmpty(sourceList, fieldName);
+
+        return sourceList.stream()
+                .map(item -> {
+                    if (item instanceof Number) {
+                        return ((Integer) item);
+                    } else if (item instanceof String) {
+                        try {
+                            return Integer.parseInt(((String) item).trim());
+                        } catch (NumberFormatException e) {
+                            throw new IllegalArgumentException(fieldName + "包含无效的数字: " + item);
+                        }
+                    } else {
+                        throw new IllegalArgumentException(fieldName + "包含不支持的数据类型: " +
+                                (item != null ? item.getClass().getSimpleName() : "null"));
+                    }
+                })
+                .collect(Collectors.toList());
+    }
 }
\ No newline at end of file

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

@@ -144,15 +144,17 @@ public class ResourceGanttController {
 
         // 1. 提取参数
         String sceneId = ParamValidator.getString(params, "sceneId", "场景ID");
-        Integer opid = ParamValidator.getInteger(params, "id", "操作ID");
+        List<?> opid = ParamValidator.getList(params, "id", "操作ID");
         LocalDateTime newStartTime = ParamValidator.getDateTime(params, "newStartTime", "新的开始时间");
         Long newMachineId = ParamValidator.getLong(params, "newMachineId", "新机器ID");
 
         // 2. 验证场景
         ParamValidator.validateSceneExists(sceneService, sceneId);
 
+        List<Integer> opids = ParamValidator.convertToIntArray(opid, "操作IDS");
+
         // 3. 执行业务
-        Chromosome result = planResultService.Move(sceneId, opid, newStartTime, newMachineId);
+        Chromosome result = planResultService.Move(sceneId, opids, newStartTime, newMachineId);
 
         return R.ok(result);
     }

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

@@ -66,7 +66,7 @@ public class GeneticAlgorithm {
         }
         System.out.println("开始");
 
-        Initialization initialization = new Initialization(_GlobalParam,allOperations,orders);
+        Initialization initialization = new Initialization(_GlobalParam,allOperations,orders,machines);
 
         GeneticOperations geneticOps = new GeneticOperations(_GlobalParam,allOperations,param);
 
@@ -183,8 +183,7 @@ public class GeneticAlgorithm {
             }
         }
         best.setBaseTime(param.getBaseTime());
-        best.setInitMachines(ProductionDeepCopyUtil.deepCopyList(machines));
-        best.setOrders(orders);
+
         best.setOrderMaterials(orderMaterials);
         best.setOperatRel(_entryRel);
         // 步骤3：返回最优解

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

@@ -78,7 +78,7 @@ public class GeneticDecoder {
                 chromosome.setTotalChangeoverTime(cachedResult.getTotalChangeoverTime());
                 chromosome.setMachineLoadStd(cachedResult.getMachineLoadStd());
                 chromosome.setDelayTime(cachedResult.getDelayTime());
-                chromosome.setResult(ProductionDeepCopyUtil.deepCopy(cachedResult.getResult()));
+                chromosome.setResult(cachedResult.getResult());
                // Chromosome chromosomen= ProductionDeepCopyUtil.deepCopy(cachedResult);
 
                 return chromosome;

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

@@ -136,11 +136,13 @@ public class GeneticOperations {
 
         Chromosome child1 = new Chromosome();
         child1.setOrders(parent1.getOrders());
+        child1.setMachines(parent1.getMachines());
         child1.setMachineSelection(child1Ms);
         child1.setOperationSequencing(child1Os);
 
         Chromosome child2 = new Chromosome();
         child2.setOrders(parent1.getOrders());
+        child2.setMachines(parent1.getMachines());
         child2.setMachineSelection(child2Ms);
         child2.setOperationSequencing(child2Os);
 

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

 package com.aps.service.Algorithm;
 
+import com.aps.common.util.ProductionDeepCopyUtil;
 import com.aps.entity.Algorithm.Chromosome;
 import com.aps.entity.Algorithm.GlobalOperationInfo;
 import com.aps.entity.Algorithm.ScheduleParams;
-import com.aps.entity.basic.Entry;
-import com.aps.entity.basic.GlobalParam;
-import com.aps.entity.basic.MachineOption;
-import com.aps.entity.basic.Order;
+import com.aps.entity.basic.*;
 
 import java.util.*;
 import java.util.stream.Collectors;
@@ -22,10 +20,13 @@ public class Initialization {
 
     private static List<Order> orders;
 
-    public Initialization(GlobalParam globalParam,List<Entry> allOperations,List<Order> _orders) {
+    private static List<Machine> machines;
+
+    public Initialization(GlobalParam globalParam,List<Entry> allOperations,List<Order> _orders,List<Machine> _machines) {
         Initialization.allOperations = allOperations;
         _globalParam= globalParam;
         orders=_orders;
+        machines=_machines;
     }
     /**
      * 预生成全局工序列表（按“订单0→订单1→…+订单内工序1→2→…”排序，分配GlobalOpId）
@@ -59,7 +60,7 @@ int populationSize=param.getPopulationSize();
                 .parallel() // 开启并行
                 .forEach(i -> {
                     Chromosome chromo = new Chromosome(); // 初始化染色体
-
+                    chromo.setInitMachines(ProductionDeepCopyUtil.deepCopyList(machines));
 chromo.setOrders(orders);
                     // 全局选择（GS）：按GlobalOpId顺序生成MachineSelection
                     if (i < gsCount) {

src/main/java/com/aps/service/Algorithm/KpiCalculator.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.basic.Machine;
@@ -128,7 +129,7 @@ public class KpiCalculator {
     private void calculateMachine() {
 
         // 按设备ID分组工序列表（对应C# GroupBy + ToList）
-        List<GAScheduleResult> list= chromosome.getResult();
+        List<GAScheduleResult> list= chromosome.getResult() ;
         Map<Long, List<GAScheduleResult>> machineTasks = list.stream()
                 .collect(Collectors.groupingBy(GAScheduleResult::getMachineId));
 

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

@@ -33,9 +33,19 @@ public class ScheduleOperationService {
      * @param newStartTime 新开始时间
      * @param newMachineId 新设备ID
      */
-    public void moveOperation(Chromosome chromosome, int opId, int newStartTime,
+    public void moveOperation(Chromosome chromosome, List<Integer> opIds, int newStartTime,
                               Long newMachineId, GlobalParam globalParam) {
         List<Entry> allOperations = chromosome.getAllOperations();
+
+        Map<Integer, Integer> opTimeMap = chromosome.getResult().stream()
+                .collect(Collectors.toMap(
+                        GAScheduleResult::getOperationId,
+                        r ->  r.getStartTime()
+                ));
+
+        for (Integer opId:opIds) {
+
+
             // 获取目标结果和工序
             GAScheduleResult targetResult = chromosome.getResult().stream()
                     .filter(r -> r.getOperationId() == opId)
@@ -69,13 +79,31 @@ public class ScheduleOperationService {
 
 
             chromosome.getMachineSelection().set(globalOpIndex, machineOptionIndex);
-
+            if(targetOp.getSequence()==1) {
+                opTimeMap.put(opId, newStartTime);
+            }else {
+                Entry targetOp1 = allOperations.stream()
+                        .filter(o -> o.getGroupId() == targetOp.getGroupId()
+                                &&o.getSequence()==targetOp.getSequence()-1)
+                        .findFirst()
+                        .orElseThrow(() -> new NoSuchElementException("Operation not found: " + opId));
+                GAScheduleResult targetResult1 = chromosome.getResult().stream()
+                        .filter(r -> r.getOperationId() == targetOp1.getId())
+                        .findFirst()
+                        .orElseThrow(() -> new NoSuchElementException("Operation not found: " + opId));
+                if(targetResult1.getStartTime()<newStartTime)
+                {
+                    opTimeMap.put(opId, newStartTime);
+                }else {
+                    opTimeMap.put(opId, targetResult1.getStartTime()+1);
+                }
+            }
+            newStartTime=newStartTime+(int)targetResult.getProcessingTime();
+        }
         // 生成新的工序顺序
-        Map<Integer, Integer> opTimeMap = chromosome.getResult().stream()
-                .collect(Collectors.toMap(
-                        GAScheduleResult::getOperationId,
-                        r -> r.getOperationId() == opId ? newStartTime : r.getStartTime()
-                ));
+
+
+
 
         List<Integer> operationSequencing = allOperations.stream()
                 .sorted((op1, op2) -> {
@@ -96,7 +124,6 @@ public class ScheduleOperationService {
 
 
     }
-
     public void SpiltOperation(Chromosome chromosome, int opId,Double[] splitCounts, GlobalParam globalParam)
     {
         List<Entry> allOperations = chromosome.getAllOperations();
@@ -693,9 +720,10 @@ public class ScheduleOperationService {
     public void redecode(Chromosome chromosome,LocalDateTime baseTime, GlobalParam globalParam)
     {
         MachineSchedulerService machineScheduler = new MachineSchedulerService(baseTime);
+        chromosome.setMachines(chromosome.getInitMachines());
+
         GeneticDecoder decoder = new GeneticDecoder(globalParam,baseTime, chromosome.getInitMachines(),
                 chromosome.getOrders(), null, machineScheduler,chromosome.getOrderMaterials());
-        chromosome.setMachines(chromosome.getInitMachines());
         chromosome.setResultOld(ProductionDeepCopyUtil.deepCopyList(chromosome.getResult()));
 
         chromosome.getResult().clear();

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

@@ -301,6 +301,7 @@ order.setDueDate(LocalDateTime.of(2025, 12, 1,0,0,0));
     public Chromosome  execute2(String SceneId) {
         try {
             SceneId="6AF8001449FC4D20A3C9992EC24CBF05";
+
             ScheduleParams param = new ScheduleParams();
             param.setBaseTime(LocalDateTime.of(2025, 11, 1, 0, 0, 0));
 
@@ -325,7 +326,7 @@ order.setDueDate(LocalDateTime.of(2025, 12, 1,0,0,0));
             // 3. 构建订单-工序数据
 
            List<Order> orders=InitOrder(ProdLaunchOrders);
-            List<Material> Materials= InitMaterial();
+            List<Material> Materials= null;//InitMaterial();
 
             Map<Integer,Object> list= InitEntrys(SceneId,ProdEquipments,orders);
            List<Entry> entrys=(List<Entry>)list.get(1);
@@ -404,7 +405,7 @@ order.setDueDate(LocalDateTime.of(2025, 12, 1,0,0,0));
 
         return  chromosome;
     }
-    public Chromosome  Move(String SceneId,int opId, LocalDateTime newStartTime,
+    public Chromosome  Move(String SceneId,List<Integer> opId, LocalDateTime newStartTime,
                             Long newMachineId) {
 
 
@@ -604,7 +605,7 @@ order.setDueDate(LocalDateTime.of(2025, 12, 1,0,0,0));
 
     public void WriteScheduleSummary(Chromosome schedule) {
         // 写入日志
-        FileHelper.writeLogFile(String.format("\n=== Schedule Summary === %f", schedule.getFitness()));
+        FileHelper.writeLogFile("\n=== Schedule Summary === ");
         FileHelper.writeLogFile(String.format("Operation: %s", schedule.getOperationStr()));
         FileHelper.writeLogFile(String.format("Makespan: %f minutes", schedule.getMakespan()));
         FileHelper.writeLogFile(String.format("Total Tardiness: %f hours", schedule.getDelayTime()));

src/test/java/com/aps/demo/PlanResultServiceTest.java

@@ -26,9 +26,14 @@ public class PlanResultServiceTest {
     @Test
     public void testExecute() {
 
-        LocalDateTime t=   LocalDateTime.of(2025, 10, 31, 6, 51, 11);
+     //   planResultService.execute2("");
 
-        planResultService.Move("86ED02C9BAB54BB6B8F413938A3F2869",1,t,3402L);
+        LocalDateTime t=   LocalDateTime.of(2025, 11, 15, 6, 51, 11);
+       List<Integer> opids=new ArrayList<>();
+        opids.add(1);
+        planResultService.Move("B571EF6682DB463AB2977B1055A74112",opids,t,3403L);
+
+       // planResultService.Move("B571EF6682DB463AB2977B1055A74112",2,t,3243L);
     }
 
     @Test