Jasim Al –Jawar N, hilaS Al–Anbagi D. Semigroup Theory for Dual Dynamic Programming. Iraqi Journal of Science. 2023;56(2B):1471-1488. Accessed December 8, 2025. https://ijs.uobaghdad.edu.iq/index.php/eijs/article/view/10157