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Modified PSO Algorithm for Deadlock Control in FMS

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Computational Intelligence and Security (CIS 2005)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 3801))

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Abstract

Both a concept of the optimal set of elementary siphons and a deadlock prevention policy based on integer programming are presented to solve deadlock problems arising in flexible manufacturing systems(FMS). Furthermore, an algorithm based on modified particle swarm optimization(PSO) is illustrated to show its efficiency to deal with such problems. Numerical simulation shows that this policy can minimize the number of newly additional control places and arcs while improving the dynamic performance of the resultant system.

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References

  1. Li, Z.W., Hu, H.S., Zhou, M.C.: An Algorithm for an Optimal Set of Elementary Siphons in Petri Nets for Deadlock Control. In: Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, vol. 5, pp. 4849–4854 (2004)

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  2. Ezpeleta, J., Colom, J.M., Martinez, J.: A Petri net based deadlock prevention policy for flexible manufacturing systems. IEEE Transactions on Robotics and Automation 11, 173–184 (1995)

    Article  Google Scholar 

  3. Li, Z.W., Zhou, M.C.: Elementary siphons of Petri nets and their application to deadlock prevention for flexible manufacturing systems. IEEE Transactions on Systems, Man, and Cybernetics 34, 38–51 (2004)

    Article  Google Scholar 

  4. Feng, C., Xie, X.L.: Deadlock analysis of Petri nets using siphons and mathematical programming. IEEE Transactions on Robotics and Automation 13, 793–804 (1997)

    Article  Google Scholar 

  5. Kennedy, J., Eberhart, R.C.: Particle swarm optimization. In: Proceedings of IEEE International Conference on Neural Networks, vol. 4, pp. 1942–1948 (1995)

    Google Scholar 

  6. Tan, Y., Gao, H.M., Zeng, J.C.: Particle Swarm Optimization for Integer Programming. System Engineering Theory and Practice 24, 126–129 (2004) (in Chinese)

    Google Scholar 

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Author information

Authors and Affiliations

  1. School of Eletro-Mechanical Engineering, Xidian University, Xi’an, 710071, China

    Hesuan Hu, Zhiwu Li & Weidong Wang

Authors
  1. Hesuan Hu
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  2. Zhiwu Li
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  3. Weidong Wang
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Editor information

Editors and Affiliations

  1. Microelectronic Instiute, Xidian University, 710071, Xi’an, China

    Yue Hao

  2. Department of Computer Science, Hong Kong Baptist University, Kowloon Tong, Hong Kong

    Jiming Liu

  3. School of Computer Science and Technology, Xidian University, Xi’an, China

    Yuping Wang

  4. Department of Computer Science, Hong Kong Baptist University, Hong Kong,  

    Yiu-ming Cheung

  5. School of Electrical and Electronic Engineering, University of Manchester, UK

    Hujun Yin

  6. Life Science Research Center, School of Electronic Engineering, Xidian University, 710071, Xi’an, Shaanxi, China

    Licheng Jiao

  7. Key Laboratory of Computer Networks and Information Security (Ministry of Education), Xidian University, 710071, Xi’an, China

    Jianfeng Ma

  8. National Laboratory of Antennas and Microwave Technology, Xidian University, 710071, Xi’an, Shanxi, P.R. China

    Yong-Chang Jiao

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© 2005 Springer-Verlag Berlin Heidelberg

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Hu, H., Li, Z., Wang, W. (2005). Modified PSO Algorithm for Deadlock Control in FMS. In: Hao, Y., et al. Computational Intelligence and Security. CIS 2005. Lecture Notes in Computer Science(), vol 3801. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11596448_163

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  • DOI: https://doi.org/10.1007/11596448_163

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-30818-8

  • Online ISBN: 978-3-540-31599-5

  • eBook Packages: Computer ScienceComputer Science (R0)

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