add constraint on a existing table ( MySQL )

ALTER TABLE ORDERS
ADD  CONSTRAINT FK_CustomerOrder
     FOREIGN KEY (customer_id)
     REFERENCES CUSTOMERS(CUSTOMER_ID) on DELETE CASCADE;