Skip to main content

Optimization of Electronic Parts Mounting Machines using SOM-TSP Method with 5 Dimensional Data

  • Conference paper
Advances in Self-Organising Maps
  • 296 Accesses

Summary

The SOM-TSP method can easily handle increased dimensions as compared with other TSP methods, such as Hopfield method, Chaotic method ... etc. This offers the possibility where the method can be applied to various optimization problems. In this paper, we propose the application of SOM-TSP method in optimmizing the efficiency of surface mounting of electronic parts on the printed circuit board.

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

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 84.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Kohonen T. Self-Organizing Maps. Springer-Verlag, 1995.

    Google Scholar 

  2. Angeniol B, de C. La Vaubois G, Y. Le Texier J. Self-Organizing Feature Maps and the Travelling Salesman Problem. Neural Networks 1988; 1: 289-293.

    Article  Google Scholar 

  3. Fujimura K, Tokutaka H, Ohshima Y, Kishida S. The Traveling Salesman Problem Applied to the Self-Organizing Feature Map. Proc. of ICONIP’94-Seoul 1994; 427-432.

    Google Scholar 

  4. Padberg M, Rinaldi G. OPTIMIZATION OF A 532-CITY SYMMETRIC TRAVELING SALESMAN PROBLEM BY BRANCH AND CUT. Operation Research Lett. 1987; 6: 1-7.

    Article  MathSciNet  MATH  Google Scholar 

  5. Fujimura K, Tokutaka H.: SOM-TSP:An approach to optimize surface component mounting on a printed circuit board. In: KOHONEN MAPS. ELSEVIER, AMSTERDAM, 1999, pp. 219–230

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Rights and permissions

Reprints and permissions

Copyright information

© 2001 Springer-Verlag London Limited

About this paper

Cite this paper

Fujimura, K., Fujiwaki, Si., Kwaw, OC., Tokutaka, H. (2001). Optimization of Electronic Parts Mounting Machines using SOM-TSP Method with 5 Dimensional Data. In: Advances in Self-Organising Maps. Springer, London. https://doi.org/10.1007/978-1-4471-0715-6_32

Download citation

  • DOI: https://doi.org/10.1007/978-1-4471-0715-6_32

  • Publisher Name: Springer, London

  • Print ISBN: 978-1-85233-511-3

  • Online ISBN: 978-1-4471-0715-6

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics