Sequential Approximate Optimization Using Radial Basis Function Network (Application to the Discrete Design Variable Problems)

Author:

KITAYAMA Satoshi1,SAKAI Shinobu1

Affiliation:

1. Kanazawa University, College of Science and Engineering

Publisher

Japan Society of Mechanical Engineers

Subject

Industrial and Manufacturing Engineering,Mechanical Engineering,Mechanics of Materials

Reference37 articles.

1. (1) Myers, R.H., and Montgomery, D.C., “Response Surface Methodology -Process and Product Optimization Using Designed Experiments”, (1995), Wiley Inter-Science.

2. (2) Shan,S., and Wang,G.G., “Survey of Modeling and Optimization Strategies to Solve High-Dimensional Design Problems with Computationally-Expensive Black-Box Functions”, Structural and Multidisciplinary Optimization, Vol.41, (2010), pp.219-241.

3. Surrogate-based process optimization for reducing warpage in injection molding

4. (4) Zhao, P., Zhou, H., Li, Y., and Li, D., “Process parameters optimization of injection molding using a fast strip analysis as a surrogate”, International Journal of Advanced Manufacturing Technology, Vol.49, (2010), pp.949-959.

5. (5) Li, C., Wang, F.L., Chang, Y.Q., and Liu, Y., “A Modified Global Optimization Method based on Surrogate Model and its Application in Packing Profile Optimization of Injection Molding Process, International Journal of Advanced Manufacturing Technology, Vol.48, (2010), pp.505-511.

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