An efficient branch-and-bound algorithm for interface-based modular product design and performance evaluation

In our earlier work, we have proposed a cyberinfrastructure-based collaboration system for modular product design. One of the main components of the system is a design repository to which suppliers can upload the descriptions of their components using machine-readable, interface-based component desc...

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Main Authors: Aryasomayajula, Anirudh, Yoo, John Jung-Woon, Moon, Seung Ki
Other Authors: School of Mechanical and Aerospace Engineering
Format: Article
Language:English
Published: 2014
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Online Access:https://hdl.handle.net/10356/106269
http://hdl.handle.net/10220/24000
http://dx.doi.org/10.1115/1.4025403
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1062692019-12-06T22:07:47Z An efficient branch-and-bound algorithm for interface-based modular product design and performance evaluation Aryasomayajula, Anirudh Yoo, John Jung-Woon Moon, Seung Ki School of Mechanical and Aerospace Engineering DRNTU::Engineering::Aeronautical engineering::Materials of construction In our earlier work, we have proposed a cyberinfrastructure-based collaboration system for modular product design. One of the main components of the system is a design repository to which suppliers can upload the descriptions of their components using machine-readable, interface-based component description language, so that manufacturers can refer to the descriptions during product design phases. In this paper, we propose an efficient algorithmic approach based on a branch-and-bound (BnB) algorithm to support product design using the interface-based component descriptions stored in the design repository. This product design problem is categorized into a planning problem, whose complexity is known as non-deterministic polynomial-time (NP) hard. For performance evaluation, we compare the performance of the branch-and-bound algorithm with that of a depth-first search (DFS) algorithm, which is an exhaustive search method. This paper describes the details of the proposed branch-and-bound algorithm using a case study and experimental results are discussed. 2014-10-13T01:18:27Z 2019-12-06T22:07:47Z 2014-10-13T01:18:27Z 2019-12-06T22:07:47Z 2013 2013 Journal Article Yoo, J. J.-W., Aryasomayajula, A., & Moon, S. K. (2013). An efficient branch-and-bound algorithm for interface-based modular product design and performance evaluation. Journal of computing and information science in engineering, 13(4), 044502-. 1530-9827 https://hdl.handle.net/10356/106269 http://hdl.handle.net/10220/24000 http://dx.doi.org/10.1115/1.4025403 en Journal of computing and information science in engineering © 2013 ASME.
institution Nanyang Technological University
building NTU Library
country Singapore
collection DR-NTU
language English
topic DRNTU::Engineering::Aeronautical engineering::Materials of construction
spellingShingle DRNTU::Engineering::Aeronautical engineering::Materials of construction
Aryasomayajula, Anirudh
Yoo, John Jung-Woon
Moon, Seung Ki
An efficient branch-and-bound algorithm for interface-based modular product design and performance evaluation
description In our earlier work, we have proposed a cyberinfrastructure-based collaboration system for modular product design. One of the main components of the system is a design repository to which suppliers can upload the descriptions of their components using machine-readable, interface-based component description language, so that manufacturers can refer to the descriptions during product design phases. In this paper, we propose an efficient algorithmic approach based on a branch-and-bound (BnB) algorithm to support product design using the interface-based component descriptions stored in the design repository. This product design problem is categorized into a planning problem, whose complexity is known as non-deterministic polynomial-time (NP) hard. For performance evaluation, we compare the performance of the branch-and-bound algorithm with that of a depth-first search (DFS) algorithm, which is an exhaustive search method. This paper describes the details of the proposed branch-and-bound algorithm using a case study and experimental results are discussed.
author2 School of Mechanical and Aerospace Engineering
author_facet School of Mechanical and Aerospace Engineering
Aryasomayajula, Anirudh
Yoo, John Jung-Woon
Moon, Seung Ki
format Article
author Aryasomayajula, Anirudh
Yoo, John Jung-Woon
Moon, Seung Ki
author_sort Aryasomayajula, Anirudh
title An efficient branch-and-bound algorithm for interface-based modular product design and performance evaluation
title_short An efficient branch-and-bound algorithm for interface-based modular product design and performance evaluation
title_full An efficient branch-and-bound algorithm for interface-based modular product design and performance evaluation
title_fullStr An efficient branch-and-bound algorithm for interface-based modular product design and performance evaluation
title_full_unstemmed An efficient branch-and-bound algorithm for interface-based modular product design and performance evaluation
title_sort efficient branch-and-bound algorithm for interface-based modular product design and performance evaluation
publishDate 2014
url https://hdl.handle.net/10356/106269
http://hdl.handle.net/10220/24000
http://dx.doi.org/10.1115/1.4025403
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