diff --git a/pymoo/core/problem.py b/pymoo/core/problem.py
index 776b5089d..d4300a5e1 100644
--- a/pymoo/core/problem.py
+++ b/pymoo/core/problem.py
@@ -58,6 +58,23 @@ def __getstate__(self):
         return state
 
 
+class JoblibParallelization:
+
+    def __init__(self, aJoblibParallel,  aJoblibDelayed, *args, **kwargs) -> None:
+        super().__init__()
+        self.parallel = aJoblibParallel 
+        self.delayed =  aJoblibDelayed 
+
+    def __call__(self, f, X):
+        return self.parallel(self.delayed(f)(x) for x in X)
+
+    def __getstate__(self):
+        state = self.__dict__.copy()
+        state.pop("parallel", None)
+        state.pop("delayed", None)
+        return state
+
+
 class Problem:
     def __init__(self,
                  n_var=-1,