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Author:

Xue, Yu-Ying (Xue, Yu-Ying.) | Zhang, Xiang-Yin (Zhang, Xiang-Yin.) | Zhang, Guo-Liang (Zhang, Guo-Liang.) | Jia, Song-Min (Jia, Song-Min.) (Scholars:贾松敏)

Indexed by:

EI Scopus PKU CSCD

Abstract:

In view of the global path planning problem of mobile robot, a path planning method based on quantumbehaved fireworks algorithm (QFWA) is proposed. A quantum-behavior fireworks explosion method is added to the fireworks algorithm (FWA). The method has strong local search ability when the fitness value is close to the global optimal fitness value, and has strong global search capability when the fitness value is relatively bigger. The algorithm has improved the diversity of fireworks explosion and the algorithm convergence speed. Test the improved algorithm with Benchmark test function, and contrast the result with other algorithm, the results shows that the improved algorithm has the best optimization effect. The QFWA algorithm is applied to the path planning of mobile robot, and using a method of the artificial potential field algorithm based on the average filter to smooth the planned path. The effectiveness and feasibility of the improved algorithm is verified by simulation results. © 2019, Editorial Department of Control Theory & Applications South China University of Technology. All right reserved.

Keyword:

Robot programming Mobile robots Optimization Motion planning Explosives Health Benchmarking

Author Community:

  • [ 1 ] [Xue, Yu-Ying]Faculty of Information Technology, Beijing University of Technology, Beijing; 100123, China
  • [ 2 ] [Xue, Yu-Ying]Beijing Key Laboratory of Computational Intelligence and Intelligent System, Beijing; 100123, China
  • [ 3 ] [Xue, Yu-Ying]Engineering Research Center of Digital Community, Ministry of Education, Beijing; 100123, China
  • [ 4 ] [Zhang, Xiang-Yin]Faculty of Information Technology, Beijing University of Technology, Beijing; 100123, China
  • [ 5 ] [Zhang, Xiang-Yin]Beijing Key Laboratory of Computational Intelligence and Intelligent System, Beijing; 100123, China
  • [ 6 ] [Zhang, Xiang-Yin]Engineering Research Center of Digital Community, Ministry of Education, Beijing; 100123, China
  • [ 7 ] [Zhang, Guo-Liang]Faculty of Information Technology, Beijing University of Technology, Beijing; 100123, China
  • [ 8 ] [Zhang, Guo-Liang]Beijing Key Laboratory of Computational Intelligence and Intelligent System, Beijing; 100123, China
  • [ 9 ] [Zhang, Guo-Liang]Engineering Research Center of Digital Community, Ministry of Education, Beijing; 100123, China
  • [ 10 ] [Jia, Song-Min]Faculty of Information Technology, Beijing University of Technology, Beijing; 100123, China
  • [ 11 ] [Jia, Song-Min]Beijing Key Laboratory of Computational Intelligence and Intelligent System, Beijing; 100123, China
  • [ 12 ] [Jia, Song-Min]Engineering Research Center of Digital Community, Ministry of Education, Beijing; 100123, China

Reprint Author's Address:

  • 张祥银

    [zhang, xiang-yin]faculty of information technology, beijing university of technology, beijing; 100123, china;;[zhang, xiang-yin]engineering research center of digital community, ministry of education, beijing; 100123, china;;[zhang, xiang-yin]beijing key laboratory of computational intelligence and intelligent system, beijing; 100123, china

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Source :

Control Theory and Applications

ISSN: 1000-8152

Year: 2019

Issue: 9

Volume: 36

Page: 1398-1408

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count: 13

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 10

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