Research on global optimization aims to increase solution accuracy and to guarantee convergence to global solutions. Other short term purposes include linear constraints and discrete variables handling. Multi-local optimization procedures to be used in reduction type methods for semi-infinite programming problems continue under investigation and a practical problem in Astrophisics, with 200 stars, will be ran with the parallel version of PSwarm code.