Investigation of Open Source Optimizers for Mechanical Design Optimization Problems

Open source optimizers are capable to solve mechanical engineering design optimization problem which are solving the objective function of each optimization problem. A few optimization problem was selected which are spring design, welded beam design and pressure vessel design and this problem are...

Full description

Main Author: ., Muhammad Izwan Bin Hazim
Format: Final Year Project
Language: English
Institution: Universiti Teknologi Petronas
Record Id / ISBN-0: utp-utpedia.17324 /
Published: IRC 2016
Subjects:
TJ Mechanical engineering and machinery
Online Access: http://utpedia.utp.edu.my/17324/1/1.%20Final%20Dissertation.pdfASL.pdf
http://utpedia.utp.edu.my/17324/
Tags: Add Tag
No Tags, Be the first to tag this record!
id utp-utpedia.17324
recordtype eprints
spelling utp-utpedia.173242017-08-15T10:10:15Z http://utpedia.utp.edu.my/17324/ Investigation of Open Source Optimizers for Mechanical Design Optimization Problems ., Muhammad Izwan Bin Hazim TJ Mechanical engineering and machinery Open source optimizers are capable to solve mechanical engineering design optimization problem which are solving the objective function of each optimization problem. A few optimization problem was selected which are spring design, welded beam design and pressure vessel design and this problem are benchmark problem which is commonly used design problem from previous researchers. The aim of this study to investigate the optimization problems and available open source optimizers, to determine the benchmark problems and suitable optimizers to solve the benchmark problem and also to develop and writing source code for optimizers for each benchmark problems. There are many type of optimization software that can be used, but in this research focusing on open source optimizers which is pyOpt. IRC 2016-09 Final Year Project NonPeerReviewed application/pdf en http://utpedia.utp.edu.my/17324/1/1.%20Final%20Dissertation.pdfASL.pdf ., Muhammad Izwan Bin Hazim (2016) Investigation of Open Source Optimizers for Mechanical Design Optimization Problems. IRC, Universiti Teknologi PETRONAS.
institution Universiti Teknologi Petronas
collection UTPedia
language English
topic TJ Mechanical engineering and machinery
spellingShingle TJ Mechanical engineering and machinery
., Muhammad Izwan Bin Hazim
Investigation of Open Source Optimizers for Mechanical Design Optimization Problems
description Open source optimizers are capable to solve mechanical engineering design optimization problem which are solving the objective function of each optimization problem. A few optimization problem was selected which are spring design, welded beam design and pressure vessel design and this problem are benchmark problem which is commonly used design problem from previous researchers. The aim of this study to investigate the optimization problems and available open source optimizers, to determine the benchmark problems and suitable optimizers to solve the benchmark problem and also to develop and writing source code for optimizers for each benchmark problems. There are many type of optimization software that can be used, but in this research focusing on open source optimizers which is pyOpt.
format Final Year Project
author ., Muhammad Izwan Bin Hazim
author_sort ., Muhammad Izwan Bin Hazim
title Investigation of Open Source Optimizers for Mechanical Design Optimization Problems
title_short Investigation of Open Source Optimizers for Mechanical Design Optimization Problems
title_full Investigation of Open Source Optimizers for Mechanical Design Optimization Problems
title_fullStr Investigation of Open Source Optimizers for Mechanical Design Optimization Problems
title_full_unstemmed Investigation of Open Source Optimizers for Mechanical Design Optimization Problems
title_sort investigation of open source optimizers for mechanical design optimization problems
publisher IRC
publishDate 2016
url http://utpedia.utp.edu.my/17324/1/1.%20Final%20Dissertation.pdfASL.pdf
http://utpedia.utp.edu.my/17324/
_version_ 1741195190307127296
score 11.62408

Similar Items