Paper Title:
Computational Intelligence Based Material Design and Optimization
  Abstract

Forward modeling is to model structural performance and optimize the relationship among material composition, process, and performance, and predict performance according to material composition and process prediction. Reverse optimization, an important research topic in material science and engineering, is to design composition and processes according to pre-performance design. Computational intelligence technique, a new point and interdisciplinary research focus, provides a new way to predict material properties. In this paper, we review and summarize methods of material design based on computational intelligence technique. As we know, establishing models of material data can optimize material composition and production processes, reduce testing cases and cost, and improve performance. This article also points out advantages, disadvantages and the future direction in the field of material design based on computational intelligence technique.

  Info
Periodical
Edited by
Yanwen Wu
Pages
338-342
DOI
10.4028/www.scientific.net/AMR.187.338
Citation
Y. Liu, J. Fang, Y. Xu, "Computational Intelligence Based Material Design and Optimization", Advanced Materials Research, Vol. 187, pp. 338-342, 2011
Online since
February 2011
Export
Price
$32.00
Share

In order to see related information, you need to Login.

In order to see related information, you need to Login.

Authors: Lyudmila Ryabicheva, Dmytro Usatyuk
Abstract:A new mathematical simulation technique for physico-mechanical properties of multicomponent powder materials is proposed in this paper. The...
397
Authors: Hai Peng Jia, Chun Dong Jiang, Guo Ping Li, Run Qing Mu, Bo Liu, Chun Bo Jiang
978
Authors: X.Y. Kou, S.T. Tan, Hod Lipson
Abstract:Driven by the wide range of new material properties offered by multi-material 3D printing, there is emerging need to create predictive...
599
Authors: Wan Huang
Abstract:At present the design of metallurgical engineering materials research largely also depends on the facts and experience accumulation. As a...
2041
Authors: Yuan Guo, Xin Shi
Chapter 1: Product Design, Manufacturing and Analysis
Abstract:Proposing the product design method based on innovative materials technology aim to play better the potential of materials’ application and...
271