Parallel evolutionary optimization with grid computing

90 p.

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Bibliographic Details
Main Author:	Ng, Hee Khiang
Other Authors:	Ong Yew Soon
Format:	Theses and Dissertations
Published:	2010
Subjects:	DRNTU::Engineering::Computer science and engineering::Computer systems organization::Computer-communication networks
Online Access:	https://hdl.handle.net/10356/35751
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Institution:	Nanyang Technological University

id	sg-ntu-dr.10356-35751
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spelling	sg-ntu-dr.10356-357512023-03-04T00:44:21Z Parallel evolutionary optimization with grid computing Ng, Hee Khiang Ong Yew Soon School of Computer Engineering DRNTU::Engineering::Computer science and engineering::Computer systems organization::Computer-communication networks 90 p. A rising trend in science and engineering is in the utilization of increasingly highfidelity and accurate analysis codes in the design analysis and optimization process. In many application areas such as photonics, electromagnetics, aerospace, biomedical, micro-electro-mechanical systems and coupled-field multidisciplinary system design processes, simulation procedures involving Computational Structural Mechanics (CSM), Computational Fluid Dynamics (CFD) or Computational Electronics and Electromagnetics (CEE) are an important step in the design process. The time taken for these processes generally varies from many minutes to hours or days of supercomputing time. This often leads to high computing costs in the design optimization process, hence a much longer design cycle time to locate a near optimum design solution. This thesis presents a Gridenabled scalable parallel evolutionary framework for solving computationally expensive optimization problems under limited time budget. MASTER OF ENGINEERING (SCE) 2010-04-23T01:32:32Z 2010-04-23T01:32:32Z 2006 2006 Thesis Ng, H. K. (2006). Parallel evolutionary optimization with grid computing. Master’s thesis, Nanyang Technological University, Singapore. https://hdl.handle.net/10356/35751 10.32657/10356/35751 application/pdf
institution	Nanyang Technological University
building	NTU Library
continent	Asia
country	Singapore Singapore
content_provider	NTU Library
collection	DR-NTU
topic	DRNTU::Engineering::Computer science and engineering::Computer systems organization::Computer-communication networks
spellingShingle	DRNTU::Engineering::Computer science and engineering::Computer systems organization::Computer-communication networks Ng, Hee Khiang Parallel evolutionary optimization with grid computing
description	90 p.
author2	Ong Yew Soon
author_facet	Ong Yew Soon Ng, Hee Khiang
format	Theses and Dissertations
author	Ng, Hee Khiang
author_sort	Ng, Hee Khiang
title	Parallel evolutionary optimization with grid computing
title_short	Parallel evolutionary optimization with grid computing
title_full	Parallel evolutionary optimization with grid computing
title_fullStr	Parallel evolutionary optimization with grid computing
title_full_unstemmed	Parallel evolutionary optimization with grid computing
title_sort	parallel evolutionary optimization with grid computing
publishDate	2010
url	https://hdl.handle.net/10356/35751
_version_	1759854153545285632

Parallel evolutionary optimization with grid computing

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