Skip to main content

Advertisement

Log in

Using genetic algorithms for the optimization of mechanisms

  • Original Article
  • Published:
The International Journal of Advanced Manufacturing Technology Aims and scope Submit manuscript

Abstract

This work examines the possibility of using genetic algorithms for the optimization of the loads transmitted in mechanisms. The variables of design are the relative positions of the various connections, considered in a comparative manner. The minimization of the loads transmitted in the connections is achieved by optimizing the respective positions of those lead to less expensive solutions for bearings and sections of beams. The examples show that using this stochastic method is an efficient way to minimize loads in mechanisms.

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

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Similar content being viewed by others

References

  1. Marcelin JL (2001) Genetic optimization of gears. Int J Adv Manuf Technol 17(12):910–915

    Google Scholar 

  2. Marcelin JL (1999) Evolutionary optimization of mechanical Structures. Eng Optim 31:571–588

    Google Scholar 

  3. Marcelin JL (1999) Evolutionary optimization of mechanical structures: towards an integrated optimization. Eng Comput 15:326–333

    Article  Google Scholar 

  4. Marcelin JL (2001) Genetic search applied to selecting support positions in machining of mechanical parts. Int J Adv Manuf Technol 17(5):344–347

    Google Scholar 

  5. Marcelin JL (2004) A metamodel using neural networks and genetic algorithms for integrated optimal design of mechanisms. Int J Adv Manuf Technol 24(9–10):708–714

    Google Scholar 

  6. Haulin EN, Vinet R (2003) Multiobjective optimization of hand prosthesis mechanisms. Mech Mach Theory 38(1):3–26

    MATH  Google Scholar 

  7. Li J, Gupta KC (1998) Mechanism design with MP-neural networks. J Mech Des 120(4):527–532

    Google Scholar 

  8. Schulz M, Brauchli H (1998) Optimization of mechanisms and the effect of collisions. Mech Struct Mach 26(4):401–421

    Google Scholar 

  9. Goldberg DE (1989) Genetic algorithm in search, optimization and machine learning. Addison-Wesley, Boston

  10. Koza JR (1992) Genetic programming: on the programming of computers by means of natural evolution. MIT Press, Cambridge, MA

    Google Scholar 

  11. Michalewicz Z (1996) Genetic algorithms + data stuctures = evolution Programs, 3rd ed. Springer, Berlin Heidelberg New York

  12. Marcelin JL, Trompette P, Dornberger R (1995) Optimisation of composite beam structures using a genetic algorithm. Struct Optim 9:236–244

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Jean-Luc Marcelin.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Marcelin, JL. Using genetic algorithms for the optimization of mechanisms. Int J Adv Manuf Technol 27, 2–6 (2005). https://doi.org/10.1007/s00170-004-2162-z

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00170-004-2162-z

Keywords

Navigation