Abstract
This paper presents a comparative study the performance of three important Clonal Selection Algorithms (CSAs): CLONALG, optIA, and BCA with numerical optimization problems. Four possible versions of CLONALG have been tested. The experimental results show a global better performance of BCA with respect to CLONALG and opt-IA.