Proceedings of the 2018 2nd International Conference on Applied Mathematics, Modelling and Statistics Application (AMMSA 2018)

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An Integrated Design Optimization Solving Platform Based on Surrogate-in-Process

Authors
Qian Yin, Boxing Wang, Yizhong Wu, Xin Liu
Corresponding Author
Qian Yin
Available Online May 2018.
DOI
10.2991/ammsa-18.2018.34How to use a DOI?
Keywords
surrogate-in-process (SIP); design optimization solving platform; surrogate reference; system analysis; flowComputer
Abstract

In the paper, a visual and integrated design optimization platform based on Surrogate-in-Process (SIP), called FlowComputer, is developed to support modular process modeling in intuitive and explicit manners. Besides discipline analysis components and generic modular controlling components, several surrogate-related components, including design of experiment (DOE) component, surrogate model (SM) component, referenced surrogate (RefS) component and system analysis (SA) component, are designed to support the implementation of various surrogate-based design process by dragging-and-dropping. Demonstration on a test problem indicates that the SIP-based platform provides the ability to define general optimization design process based on surrogate models.

Copyright
© 2018, 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 2018 2nd International Conference on Applied Mathematics, Modelling and Statistics Application (AMMSA 2018)
Series
Advances in Intelligent Systems Research
Publication Date
May 2018
ISBN
10.2991/ammsa-18.2018.34
ISSN
1951-6851
DOI
10.2991/ammsa-18.2018.34How to use a DOI?
Copyright
© 2018, 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

risenwbib
TY  - CONF
AU  - Qian Yin
AU  - Boxing Wang
AU  - Yizhong Wu
AU  - Xin Liu
PY  - 2018/05
DA  - 2018/05
TI  - An Integrated Design Optimization Solving Platform Based on Surrogate-in-Process
BT  - Proceedings of the 2018 2nd International Conference on Applied Mathematics, Modelling and Statistics Application (AMMSA 2018)
PB  - Atlantis Press
SP  - 165
EP  - 171
SN  - 1951-6851
UR  - https://doi.org/10.2991/ammsa-18.2018.34
DO  - 10.2991/ammsa-18.2018.34
ID  - Yin2018/05
ER  -