An efficient evolutionary algorithm for multiobjective optimization problems
Wei‐Mei Chen, Wei-Ting Lee · 2007
An efficient evolutionary algorithm (EA) for the multiobjective optimization problems is proposed. To reduce the computational cost, a variant of k-d tree is used in our approach to preserve all nondominated solutions. Our experiments demonstrate that the algorithm outperforms the other popular multiobjective EA's, especially for the higher dimensional cases.