A new hybrid genetic algorithm with particle swarm optimization and normal boundary intersection method for generating the pareto frontier

Abstract EN

In this work we present the resolution of multiobjective optimization problems as a tool in engineering design.

In the literature, the solutions of this problem are based on the Pareto frontier construction.

Indeed ; we propose a hybrid algorithm of genetic algorithm and particle swarm optimization using the normal boundary intersection method to solve some multiobjective optimization problems.

Our contribution has two aims.

First, we present the hybrid genetic algorithm and particle swarm optimization.

Secondly, the new formulation of GA-PSO with normal boundary intersection method gives performance results using several experiments.