diff --git a/pkg/scheduler/core/generic_scheduler.go b/pkg/scheduler/core/generic_scheduler.go
index 78061cfdc..dafa76511 100644
--- a/pkg/scheduler/core/generic_scheduler.go
+++ b/pkg/scheduler/core/generic_scheduler.go
@@ -14,6 +14,7 @@ import (
 	"github.com/karmada-io/karmada/pkg/scheduler/framework"
 	"github.com/karmada-io/karmada/pkg/scheduler/framework/runtime"
 	"github.com/karmada-io/karmada/pkg/util"
+	"github.com/karmada-io/karmada/pkg/util/helper"
 )
 
 // ScheduleAlgorithm is the interface that should be implemented to schedule a resource to the target clusters.
@@ -205,6 +206,14 @@ func (g *genericScheduler) assignReplicas(clusters []*clusterv1alpha1.Cluster, r
 			}
 			return targetClusters, nil
 		}
+		if replicaSchedulingStrategy.ReplicaSchedulingType == policyv1alpha1.ReplicaSchedulingTypeDivided {
+			if replicaSchedulingStrategy.ReplicaDivisionPreference == policyv1alpha1.ReplicaDivisionPreferenceWeighted {
+				if replicaSchedulingStrategy.WeightPreference == nil {
+					return nil, fmt.Errorf("no WeightPreference find to divide replicas")
+				}
+				return g.divideReplicasByStaticWeight(clusters, replicaSchedulingStrategy.WeightPreference.StaticWeightList, object.Replicas)
+			}
+		}
 	}
 
 	for i, cluster := range clusters {
@@ -212,3 +221,58 @@ func (g *genericScheduler) assignReplicas(clusters []*clusterv1alpha1.Cluster, r
 	}
 	return targetClusters, nil
 }
+
+// divideReplicasByStaticWeight assigns a total number of replicas to the selected clusters by the weight list.
+func (g *genericScheduler) divideReplicasByStaticWeight(clusters []*clusterv1alpha1.Cluster, staticWeightList []policyv1alpha1.StaticClusterWeight, replicas int32) ([]workv1alpha1.TargetCluster, error) {
+	weightSum := int64(0)
+	matchClusters := make(map[string]int64)
+	desireReplicaInfos := make(map[string]int64)
+
+	for _, cluster := range clusters {
+		for _, staticWeightRule := range staticWeightList {
+			if util.ClusterMatches(cluster, staticWeightRule.TargetCluster) {
+				weightSum += staticWeightRule.Weight
+				matchClusters[cluster.Name] = staticWeightRule.Weight
+				break
+			}
+		}
+	}
+
+	if weightSum == 0 {
+		for _, cluster := range clusters {
+			weightSum++
+			matchClusters[cluster.Name] = 1
+		}
+	}
+
+	allocatedReplicas := int32(0)
+	for clusterName, weight := range matchClusters {
+		desireReplicaInfos[clusterName] = weight * int64(replicas) / weightSum
+		allocatedReplicas += int32(desireReplicaInfos[clusterName])
+	}
+
+	if remainReplicas := replicas - allocatedReplicas; remainReplicas > 0 {
+		sortedClusters := helper.SortClusterByWeight(matchClusters)
+		for i := 0; remainReplicas > 0; i++ {
+			desireReplicaInfos[sortedClusters[i].ClusterName]++
+			remainReplicas--
+			if i == len(desireReplicaInfos) {
+				i = 0
+			}
+		}
+	}
+
+	for _, cluster := range clusters {
+		if _, exist := matchClusters[cluster.Name]; !exist {
+			desireReplicaInfos[cluster.Name] = 0
+		}
+	}
+
+	targetClusters := make([]workv1alpha1.TargetCluster, len(desireReplicaInfos))
+	i := 0
+	for key, value := range desireReplicaInfos {
+		targetClusters[i] = workv1alpha1.TargetCluster{Name: key, Replicas: int32(value)}
+		i++
+	}
+	return targetClusters, nil
+}
diff --git a/pkg/util/helper/binding.go b/pkg/util/helper/binding.go
index 6e2ad2512..ddb70763c 100644
--- a/pkg/util/helper/binding.go
+++ b/pkg/util/helper/binding.go
@@ -53,7 +53,8 @@ func (p ClusterWeightInfoList) Less(i, j int) bool {
 	return p[i].ClusterName < p[j].ClusterName
 }
 
-func sortClusterByWeight(m map[string]int64) ClusterWeightInfoList {
+// SortClusterByWeight sort clusters by the weight
+func SortClusterByWeight(m map[string]int64) ClusterWeightInfoList {
 	p := make(ClusterWeightInfoList, len(m))
 	i := 0
 	for k, v := range m {
@@ -393,7 +394,7 @@ func calculateReplicas(c client.Client, policy *v1alpha1.ReplicaSchedulingPolicy
 	}
 
 	if remainReplicas := policy.Spec.TotalReplicas - allocatedReplicas; remainReplicas > 0 {
-		sortedClusters := sortClusterByWeight(matchClusters)
+		sortedClusters := SortClusterByWeight(matchClusters)
 		for i := 0; remainReplicas > 0; i++ {
 			desireReplicaInfos[sortedClusters[i].ClusterName]++
 			remainReplicas--