论文信息 - Bat algorithm with inertia weight

Bat algorithm with inertia weight

Bat algorithm is a novel swarm intelligent algorithm inspired by the echolocation behavior of bats. However, the exploitation capability is not well for some multi-model problems. In this paper, a new parameter, inertia weight is introduced to improve the local search capability. In this new variant, the inertia weight is used to control the influence of the inertia of previous velocity for each bat. To test the performance, the CEC2013 shifted and rotated benchmark problems are used to compare, simulation results show our method is validity.

[1] Xin-She Yang,et al. Bat algorithm: a novel approach for global engineering optimization , 2012, 1211.6663.

[2] Lei Ma,et al. Human group optimiser for global numerical optimisation , 2014, Int. J. Bio Inspired Comput..

[3] Jian Xie,et al. A Novel Bat Algorithm Based on Differential Operator and Lévy Flights Trajectory , 2013, Comput. Intell. Neurosci..

[4] Xin-She Yang,et al. Firefly Algorithm: Recent Advances and Applications , 2013, ArXiv.

[5] Xin-She Yang,et al. Bat algorithm: literature review and applications , 2013, Int. J. Bio Inspired Comput..

[6] A. Rezaee Jordehi,et al. Chaotic bat swarm optimisation (CBSO) , 2015, Appl. Soft Comput..

[7] Sakti Prasad Ghoshal,et al. A new design method using opposition-based BAT algorithm for IIR system identification problem , 2013, Int. J. Bio Inspired Comput..

[8] Zhihua Cui,et al. Artificial Plant Optimization Algorithm with Correlation Branches , 2013 .

[9] Yongquan Zhou,et al. A novel complex-valued bat algorithm , 2014, Neural Computing and Applications.

[10] Taher Niknam,et al. New self-adaptive bat-inspired algorithm for unit commitment problem , 2014 .

[11] M. Mohamed Thameem Ansari,et al. Load frequency control using Bat inspired algorithm based dual mode gain scheduling of PI controllers for interconnected power system , 2015 .

[12] Gaige Wang,et al. A Bat Algorithm with Mutation for UCAV Path Planning , 2012, TheScientificWorldJournal.