0
TECHNICAL PAPERS

Evolutionary Optimization and Use of Neural Network for Optimum Stamping Process Design for Minimum Springback

[+] Author and Article Information
K. M. Liew, Tapabrata Ray, H. Tan, M. J. Tan

Centre for Advanced Numerical Engineering Simulations, School of Mechanical and Production Engineering, Nanyang Technological University, Nanyang Avenue, Singapore 639798

J. Comput. Inf. Sci. Eng 2(1), 38-44 (Jun 05, 2002) (7 pages) doi:10.1115/1.1482399 History: Revised April 01, 2001; Received July 01, 2001; Online June 05, 2002
Copyright © 2002 by ASME
Your Session has timed out. Please sign back in to continue.

References

Figures

Grahic Jump Location
Model of sheet metal forming operation
Grahic Jump Location
Distribution of springback in the initial population
Grahic Jump Location
Distribution of springback in the final population
Grahic Jump Location
Prediction on training data
Grahic Jump Location
Prediciton on test data
Grahic Jump Location
Prediction on training data
Grahic Jump Location
Prediction on test data
Grahic Jump Location
Distribution of springback in the initial population (approximated)
Grahic Jump Location
Distribution of springback in the final population (approximated)
Grahic Jump Location
Approximation error for example 1 using 8×6×1 architecture
Grahic Jump Location
Approximation error for example 1 using 8×7×1 architecture

Tables

Errata

Discussions

Some tools below are only available to our subscribers or users with an online account.

Related Content

Customize your page view by dragging and repositioning the boxes below.

Related Journal Articles
Related eBook Content
Topic Collections

Sorry! You do not have access to this content. For assistance or to subscribe, please contact us:

  • TELEPHONE: 1-800-843-2763 (Toll-free in the USA)
  • EMAIL: asmedigitalcollection@asme.org
Sign In