Were the children born in England? If so, you may be in luck. Both the father's and mother's names appear on the certificates (see
http://home.clara.net/dixons/Certificates/births.htm#COL5) . If only the mother's name appears, they may have never married. Certainly worth buying a birth certificate to find out.