Skip to main content
Springer Nature Link
Log in

An Algorithm Based on Antibody Immunodominance for TSP

  • Conference paper
Advances in Natural Computation (ICNC 2005)

Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 3611))

Included in the following conference series:

  • 2026 Accesses

Abstract

A new algorithm based on antibody immunodominance (AIDA) for TSP is explored. The main content of this paper is to explore how to produce the set of immunodominance and the superior antibodies. The experience proves that the algorithm has higher convergence speed and better solution compared with the corresponding genetic algorithm and is fit to solving complex problems.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Log in via an institution

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

Similar content being viewed by others

References

  1. Guoliang, C., Xufa, W., Zhenquan, Z.: Genetic algorithm and its application. People’s Post and Telecom Publishing Company, Beijing (1996)

    Google Scholar 

  2. Dasgupta, D., Forrest, S.: Artificial Immune Systems in Industrial Applications. In: Proceedings of the Second International Conference on Intelligent Processing and Manufacturing of Materials (IPMM), vol. 1, pp. 257–267 (1999)

    Google Scholar 

  3. Licheng, J., Lei, W.: A Novel Genetic Algorithm based on Immunity. IEEE Trans. Systems, Man and Cybernetics, Part A 30(5), 552–561 (2000)

    Article  Google Scholar 

  4. Guangyan, Z.: Principles of Immunology. Shang Hai Technology Literature Publishing Company, Shanghai (2000)

    Google Scholar 

  5. Reinelt, G.: TSPLIB—A traveling salesman problem library. ORSA Journal of Computer (3), 376–384 (1991)

    Google Scholar 

  6. Yanchun, L., Dapeng, F., Chunguang, Z.: Order Preserving of Gene Section for Solving Traveling Salesman Problems Using Genetic Algorithms. Theory and Practice of Systems Engineering (4), 7–12 (2000)

    Google Scholar 

Download references

Author information

Authors and Affiliations

  1. Institute of Intelligent Information Processing, Xidian University, 710071, Xi’an, China

    Chong Hou, Haifeng Du & Licheng Jiao

  2. Industry Training Center, Xi’an Jiaotong University, 710049, Xi’an, China

    Haifeng Du

Authors
  1. Chong Hou
    View author publications

    You can also search for this author in PubMed Google Scholar

  2. Haifeng Du
    View author publications

    You can also search for this author in PubMed Google Scholar

  3. Licheng Jiao
    View author publications

    You can also search for this author in PubMed Google Scholar

Editor information

Editors and Affiliations

  1. School of Electrical and Electronic Engineering, Nanyang Technological University, Block S1, Nanyang Avenue, 639798, Singapore

    Lipo Wang

  2. School of Software, Sun Yat-Sen University, 510275, Guangzhou, China

    Ke Chen

  3. School of Computer Engineering, Nanyang Technological University, BLK N4, 2b-39, Nanyang Avenue, 639798, Singapore

    Yew Soon Ong

Rights and permissions

Reprints and permissions

Copyright information

© 2005 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Hou, C., Du, H., Jiao, L. (2005). An Algorithm Based on Antibody Immunodominance for TSP. In: Wang, L., Chen, K., Ong, Y.S. (eds) Advances in Natural Computation. ICNC 2005. Lecture Notes in Computer Science, vol 3611. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11539117_123

Download citation

  • DOI: https://doi.org/10.1007/11539117_123

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-28325-6

  • Online ISBN: 978-3-540-31858-3

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics