Proceedings of the 5th International Conference on Information Engineering for Mechanics and Materials

Optimization design of Close-top Mill Housing Based on Agent Model and NSGA-II Algorithm

Authors
Yanjun Shi, Xianchao Wang, Xiaojun Zheng
Corresponding Author
Yanjun Shi
Available Online July 2015.
DOI
10.2991/icimm-15.2015.255How to use a DOI?
Keywords
EBF-NN; RBF-NN; Kriging; NSGA-II; Mill housing; Surrogate models.
Abstract

Conventional engineering optimization design technology is often computational expense and highly time cost, thus we need to take approximation technique to speed up the design process and reduce design cost. We herein would introduce the close-top mill housing optimization model, take Optimal Latin Hypercube Sampling (OLHS) experimental design strategies to determine the sample, analyse the difference among EBF, RBF, Kriging surrogate model, introduce NSGA-II algorithm briefly and study the performance of method based on surrogate model and optimization algorithm.

Copyright
© 2015, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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Volume Title
Proceedings of the 5th International Conference on Information Engineering for Mechanics and Materials
Series
Advances in Engineering Research
Publication Date
July 2015
ISBN
978-94-62520-88-2
ISSN
2352-5401
DOI
10.2991/icimm-15.2015.255How to use a DOI?
Copyright
© 2015, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

TY  - CONF
AU  - Yanjun Shi
AU  - Xianchao Wang
AU  - Xiaojun Zheng
PY  - 2015/07
DA  - 2015/07
TI  - Optimization design of Close-top Mill Housing Based on Agent Model and NSGA-II Algorithm
BT  - Proceedings of the 5th International Conference on Information Engineering for Mechanics and Materials
PB  - Atlantis Press
SP  - 1397
EP  - 1402
SN  - 2352-5401
UR  - https://doi.org/10.2991/icimm-15.2015.255
DO  - 10.2991/icimm-15.2015.255
ID  - Shi2015/07
ER  -