Hello Pete, i emailed the home office regarding that coz I also have the same concern as you. They said i could take the kids with me and include them in my application as dependants. Provided that I should show them that I have the sole custody of my children. I am also widowed, and I already had a certificate for the sole custody of my kids. Your wife can get that at the Social Welfare Office in her place.
