A novel modeling approach for solving the cell formation problem

Taras Dmytryshyn, Mohamed Ismail, Ola Rashwan

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

This paper presents a new modeling approach called Progressive Modeling (PM) and demonstrates it by solving the Cell Formation Problem (CFP). In this paper, the Progressive Modeling (PM), a component- based optimization technique, is used to solve the cell formation problem (CFP). This novel solution algorithm is utilized to find optimal or near-optimal solutions. A user-friendly Windows application is presented to capture the problem data, demonstrate the solution process, and display the results. A benchmark problem in the literature is solved and presented in this paper. The paper concludes by demonstrating the efficiency of the new modeling approach and its future extension.

Original languageEnglish (US)
Title of host publicationAdvanced Manufacturing
PublisherAmerican Society of Mechanical Engineers (ASME)
ISBN (Electronic)9780791852019
DOIs
StatePublished - Jan 1 2018
EventASME 2018 International Mechanical Engineering Congress and Exposition, IMECE 2018 - Pittsburgh, United States
Duration: Nov 9 2018Nov 15 2018

Publication series

NameASME International Mechanical Engineering Congress and Exposition, Proceedings (IMECE)
Volume2

Other

OtherASME 2018 International Mechanical Engineering Congress and Exposition, IMECE 2018
CountryUnited States
CityPittsburgh
Period11/9/1811/15/18

All Science Journal Classification (ASJC) codes

  • Mechanical Engineering

Cite this

Dmytryshyn, T., Ismail, M., & Rashwan, O. (2018). A novel modeling approach for solving the cell formation problem. In Advanced Manufacturing (ASME International Mechanical Engineering Congress and Exposition, Proceedings (IMECE); Vol. 2). American Society of Mechanical Engineers (ASME). https://doi.org/10.1115/IMECE2018-88128
Dmytryshyn, Taras ; Ismail, Mohamed ; Rashwan, Ola. / A novel modeling approach for solving the cell formation problem. Advanced Manufacturing. American Society of Mechanical Engineers (ASME), 2018. (ASME International Mechanical Engineering Congress and Exposition, Proceedings (IMECE)).
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Dmytryshyn, T, Ismail, M & Rashwan, O 2018, A novel modeling approach for solving the cell formation problem. in Advanced Manufacturing. ASME International Mechanical Engineering Congress and Exposition, Proceedings (IMECE), vol. 2, American Society of Mechanical Engineers (ASME), ASME 2018 International Mechanical Engineering Congress and Exposition, IMECE 2018, Pittsburgh, United States, 11/9/18. https://doi.org/10.1115/IMECE2018-88128

A novel modeling approach for solving the cell formation problem. / Dmytryshyn, Taras; Ismail, Mohamed; Rashwan, Ola.

Advanced Manufacturing. American Society of Mechanical Engineers (ASME), 2018. (ASME International Mechanical Engineering Congress and Exposition, Proceedings (IMECE); Vol. 2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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AB - This paper presents a new modeling approach called Progressive Modeling (PM) and demonstrates it by solving the Cell Formation Problem (CFP). In this paper, the Progressive Modeling (PM), a component- based optimization technique, is used to solve the cell formation problem (CFP). This novel solution algorithm is utilized to find optimal or near-optimal solutions. A user-friendly Windows application is presented to capture the problem data, demonstrate the solution process, and display the results. A benchmark problem in the literature is solved and presented in this paper. The paper concludes by demonstrating the efficiency of the new modeling approach and its future extension.

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Dmytryshyn T, Ismail M, Rashwan O. A novel modeling approach for solving the cell formation problem. In Advanced Manufacturing. American Society of Mechanical Engineers (ASME). 2018. (ASME International Mechanical Engineering Congress and Exposition, Proceedings (IMECE)). https://doi.org/10.1115/IMECE2018-88128