Skip to main content
Article
Ant Colony Optimization Method for Product Platform Formation
Proceedings of the ASME 2004 Design Engineering Technical Conferences and Computers and Information in Engineering Conference (2004, Salt Lake City, UT)
  • Rupesh Kumar
  • Sreeram Ramakrishnan, Missouri University of Science and Technology
  • Venkat Allada, Missouri University of Science and Technology
Abstract

Product platform concepts are often deployed to achieve product variety and hence effective product customization. One of the popular methods to achieve product variety is to scale one or more design variables called the scaling variable(s). This necessitates efficient methods for identifying the values for scaling variables. This paper presents a graph-based optimization method called Platform Ant Colony Optimization (PACO) for identifying the values of the scaling variable(s) for platform formation. In PACO, the overall decision is a function of the cumulative decisions of simple computing agents called the 'ants.' The method employs an autocatalytic mechanism using a probabilistic search to improve the solution iteratively. We use a universal electric motor example cited in the literature to test the efficiency of the proposed method. Simulation results on the example problem indicate that the PACO method produces promising results.

Meeting Name
ASME 2004 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, IDETC/CIE2004 (2004: Sep. 28-Oct. 2, Salt Lake City, UT)
Department(s)
Engineering Management and Systems Engineering
Keywords and Phrases
  • Ant Colony Optimization,
  • Product Platform Formation,
  • Scaling
Document Type
Article - Conference proceedings
Document Version
Citation
File Type
text
Language(s)
English
Rights
© 2004 American Society of Mechanical Engineers (ASME), All rights reserved.
Publication Date
10-2-2004
Publication Date
02 Oct 2004
Citation Information
Rupesh Kumar, Sreeram Ramakrishnan and Venkat Allada. "Ant Colony Optimization Method for Product Platform Formation" Proceedings of the ASME 2004 Design Engineering Technical Conferences and Computers and Information in Engineering Conference (2004, Salt Lake City, UT) (2004)
Available at: http://works.bepress.com/venkat-allada/12/