Optimisation via simulation: a metamodelling-based method and a case study
by María G. Villarreal-Marroquín; José M. Castro; Óscar Leonel Chacón-Mondragón; Mauricio Cabrera-Ríos
European J. of Industrial Engineering (EJIE), Vol. 7, No. 3, 2013

Abstract: Simulation is an important tool to make design and operation decisions to enhance the performance of manufacturing processes and systems. The coordinated use of optimisation methods and simulation models can result in better decisions. This paper presents an optimisation via simulation (OvS) strategy based on design of experiments and metamodelling. The strategy is satisfactorily evaluated in terms of effectiveness and efficiency using a series of global optimisation test functions. Additionally, a full-scale application of the proposed strategy to increase the throughput in a painting line of a company that manufactures automotive parts is detailed and discussed. The solution to this case study compares favourably to the results using a commercial OvS package. [Received 03 February 2010; Revised 02 September 2011; Accepted 02 October 2011]

Online publication date: Wed, 22-May-2013

The full text of this article is only available to individual subscribers or to users at subscribing institutions.

Existing subscribers:
Go to Inderscience Online Journals to access the Full Text of this article.

Pay per view:
If you are not a subscriber and you just want to read the full contents of this article, buy online access here.

Complimentary Subscribers, Editors or Members of the Editorial Board of the European J. of Industrial Engineering (EJIE):
Login with your Inderscience username and password:

    Username:        Password:         

Forgotten your password?

Want to subscribe?
A subscription gives you complete access to all articles in the current issue, as well as to all articles in the previous three years (where applicable). See our Orders page to subscribe.

If you still need assistance, please email subs@inderscience.com