Higher-level Innovization: A Case Study from Friction Stir Welding Process Optimization

Sunith Bandaru, Cem Celal Tutum, Kalyanmoy Deb, Jesper Henri Hattel

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Abstract

The task of finding crucial design interdependencies in the form of mathematical relationships (empirical or otherwise) in an engineering design problem using the Paretooptimal front is referred to as innovization. Past studies on the subject have limited themselves to a single front. In this paper we introduce the higher-level innovization task through an application of a manufacturing process simulation for the Friction Stir Welding (FSW) process where commonalities among two different Pareto-optimal fronts are analyzed. Multiple design rules are simultaneously deciphered from each front separately and compared. Important design aspects of the FSW problem are revealed in the process. The overall study aims at showing how some design principles can considerably ease the task of optimizing future enhancements to the design.
Original languageEnglish
Title of host publicationCEC 2011
PublisherIEEE
Publication date2011
Pages2782-2789
ISBN (Print)978-1-4244-7835-4
DOIs
Publication statusPublished - 2011
Event2011 IEEE Congress on Evolutionary Computation - New Orleans, LA, United States
Duration: 5 Jun 20118 Jun 2011

Conference

Conference2011 IEEE Congress on Evolutionary Computation
CountryUnited States
CityNew Orleans, LA
Period05/06/201108/06/2011

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