@article{(Open Science Index):https://publications.waset.org/pdf/10004209, title = {Multi-Objective Random Drift Particle Swarm Optimization Algorithm Based on RDPSO and Crowding Distance Sorting}, author = {Yiqiong Yuan and Jun Sun and Dongmei Zhou and Jianan Sun}, country = {}, institution = {}, abstract = {In this paper, we presented a Multi-Objective Random Drift Particle Swarm Optimization algorithm (MORDPSO-CD) based on RDPSO and crowding distance sorting to improve the convergence and distribution with less computation cost. MORDPSO-CD makes the most of RDPSO to approach the true Pareto optimal solutions fast. We adopt the crowding distance sorting technique to update and maintain the archived optimal solutions. Introducing the crowding distance technique into MORDPSO can make the leader particles find the true Pareto solution ultimately. The simulation results reveal that the proposed algorithm has better convergence and distribution.}, journal = {International Journal of Mathematical and Computational Sciences}, volume = {10}, number = {4}, year = {2016}, pages = {183 - 188}, ee = {https://publications.waset.org/pdf/10004209}, url = {https://publications.waset.org/vol/112}, bibsource = {https://publications.waset.org/}, issn = {eISSN: 1307-6892}, publisher = {World Academy of Science, Engineering and Technology}, index = {Open Science Index 112, 2016}, }