A modified particle swarm optimization algorithm to mixed-model two-sided assembly line balancing

作者：Delice Yilmaz; Aydogan Emel Kizilkaya; Ozcan Ugur^*; Ilkay Mehmet Sitki

来源：Journal of Intelligent Manufacturing, 2017, 28(1): 23-36.

DOI：10.1007/s10845-014-0959-7

• Assembly line balancing
• Mixed-model two-sided assembly lines
• Particle swarm optimization

In this paper, a new modified particle swarm optimization algorithm with negative knowledge is proposed to solve the mixed-model two-sided assembly line balancing problem. The proposed approach includes new procedures such as generation procedure which is based on combined selection mechanism and decoding procedure. These new procedures enhance the solution capability of the algorithm while enabling it to search at different points of the solution space, efficiently. Performance of the proposed approach is tested on a set of test problem. The experimental results show that the proposed approach can be acquired distinguished results than the existing solution approaches.

• 出版日期2017-1