Cargando…

Modeling Design Iteration in Product Design and Development and Its Solution by a Novel Artificial Bee Colony Algorithm

Due to fierce market competition, how to improve product quality and reduce development cost determines the core competitiveness of enterprises. However, design iteration generally causes increases of product cost and delays of development time as well, so how to identify and model couplings among t...

Descripción completa

Detalles Bibliográficos
Autores principales: Chen, Tinggui, Xiao, Renbin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4241288/
https://www.ncbi.nlm.nih.gov/pubmed/25431584
http://dx.doi.org/10.1155/2014/240828
_version_ 1782345831557365760
author Chen, Tinggui
Xiao, Renbin
author_facet Chen, Tinggui
Xiao, Renbin
author_sort Chen, Tinggui
collection PubMed
description Due to fierce market competition, how to improve product quality and reduce development cost determines the core competitiveness of enterprises. However, design iteration generally causes increases of product cost and delays of development time as well, so how to identify and model couplings among tasks in product design and development has become an important issue for enterprises to settle. In this paper, the shortcomings existing in WTM model are discussed and tearing approach as well as inner iteration method is used to complement the classic WTM model. In addition, the ABC algorithm is also introduced to find out the optimal decoupling schemes. In this paper, firstly, tearing approach and inner iteration method are analyzed for solving coupled sets. Secondly, a hybrid iteration model combining these two technologies is set up. Thirdly, a high-performance swarm intelligence algorithm, artificial bee colony, is adopted to realize problem-solving. Finally, an engineering design of a chemical processing system is given in order to verify its reasonability and effectiveness.
format Online
Article
Text
id pubmed-4241288
institution National Center for Biotechnology Information
language English
publishDate 2014
publisher Hindawi Publishing Corporation
record_format MEDLINE/PubMed
spelling pubmed-42412882014-11-27 Modeling Design Iteration in Product Design and Development and Its Solution by a Novel Artificial Bee Colony Algorithm Chen, Tinggui Xiao, Renbin Comput Intell Neurosci Research Article Due to fierce market competition, how to improve product quality and reduce development cost determines the core competitiveness of enterprises. However, design iteration generally causes increases of product cost and delays of development time as well, so how to identify and model couplings among tasks in product design and development has become an important issue for enterprises to settle. In this paper, the shortcomings existing in WTM model are discussed and tearing approach as well as inner iteration method is used to complement the classic WTM model. In addition, the ABC algorithm is also introduced to find out the optimal decoupling schemes. In this paper, firstly, tearing approach and inner iteration method are analyzed for solving coupled sets. Secondly, a hybrid iteration model combining these two technologies is set up. Thirdly, a high-performance swarm intelligence algorithm, artificial bee colony, is adopted to realize problem-solving. Finally, an engineering design of a chemical processing system is given in order to verify its reasonability and effectiveness. Hindawi Publishing Corporation 2014 2014-11-06 /pmc/articles/PMC4241288/ /pubmed/25431584 http://dx.doi.org/10.1155/2014/240828 Text en Copyright © 2014 T. Chen and R. Xiao. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Chen, Tinggui
Xiao, Renbin
Modeling Design Iteration in Product Design and Development and Its Solution by a Novel Artificial Bee Colony Algorithm
title Modeling Design Iteration in Product Design and Development and Its Solution by a Novel Artificial Bee Colony Algorithm
title_full Modeling Design Iteration in Product Design and Development and Its Solution by a Novel Artificial Bee Colony Algorithm
title_fullStr Modeling Design Iteration in Product Design and Development and Its Solution by a Novel Artificial Bee Colony Algorithm
title_full_unstemmed Modeling Design Iteration in Product Design and Development and Its Solution by a Novel Artificial Bee Colony Algorithm
title_short Modeling Design Iteration in Product Design and Development and Its Solution by a Novel Artificial Bee Colony Algorithm
title_sort modeling design iteration in product design and development and its solution by a novel artificial bee colony algorithm
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4241288/
https://www.ncbi.nlm.nih.gov/pubmed/25431584
http://dx.doi.org/10.1155/2014/240828
work_keys_str_mv AT chentinggui modelingdesigniterationinproductdesignanddevelopmentanditssolutionbyanovelartificialbeecolonyalgorithm
AT xiaorenbin modelingdesigniterationinproductdesignanddevelopmentanditssolutionbyanovelartificialbeecolonyalgorithm