QI Yuan-hang, CAI Yan-guang, CAI Hao, et al. Chaotic Hybrid Discrete Bat Algorithm for Traveling Salesman Problem[J]. Acta Electronica Sinica, 2016, 44(10): 2543-2547.
QI Yuan-hang, CAI Yan-guang, CAI Hao, et al. Chaotic Hybrid Discrete Bat Algorithm for Traveling Salesman Problem[J]. Acta Electronica Sinica, 2016, 44(10): 2543-2547. DOI: 10.3969/j.issn.0372-2112.2016.10.037.
like slow convergence speed and low constringency rate
arising during the process of applying discrete bat algorithms to solve travelling salesman problem
a chaotic hybrid discrete bat algorithm is proposed.The proposed algorithm adopts chaotic initialization strategy to improve the capability of optimization
and the 2-Opt to enhance the capability of local search and to speed up the convergence speed.A large amount of simulations show that the algorithm can achieve their solutions rapidly for some small scale traveling salesman problems
and obtain their solutions in a relatively short time with the error less than 0.4% for large ones.