Multi-process routes decision-making through integration of workflow technology and max-min ant system

Wenjian Liu; Xinhua Liu; Tianguo Jin

doi:10.1115/DETC2007-34152

Multi-process routes decision-making through integration of workflow technology and max-min ant system

Wenjian Liu^*
, Xinhua Liu
, Tianguo Jin

^*Corresponding author for this work

School of Mechatronics Engineering, Harbin Institute of Technology

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

In order to realize visualization and intelligence of computer-aided process planning, this paper proposes an intelligent system with the integration of workflow technology and max-min ant system. Workflow modeling technology was applied to represent multi-process routes decision-making problem (MRDP) and a heuristic algorithm based on expert knowledge was designed to construct the directed graph for MRDP. Moreover, a modified ant colony algorithm was proposed to exploit the best solution using improved max-min pheromone strategy and the way of updating pheromone. Finally, an experiment example is illustrated to demonstrate the proposed methodology.

Original language	English
Title of host publication	2007 Proceedings of the ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, DETC2007
Pages	767-772
Number of pages	6
DOIs	https://doi.org/10.1115/DETC2007-34152
State	Published - 2008
Externally published	Yes
Event	ASME/IEEE International Conference on Mechatronic and Embedded Systems and Applications, presented at - 2007 ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, IDETC/CIE2007 - Las Vegas, NV, United States Duration: 4 Sep 2007 → 7 Sep 2007

Publication series

Name	2007 Proceedings of the ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, DETC2007
Volume	4

Conference

Conference	ASME/IEEE International Conference on Mechatronic and Embedded Systems and Applications, presented at - 2007 ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, IDETC/CIE2007
Country/Territory	United States
City	Las Vegas, NV
Period	4/09/07 → 7/09/07

Access to Document

10.1115/DETC2007-34152

Cite this

Liu, W., Liu, X., & Jin, T. (2008). Multi-process routes decision-making through integration of workflow technology and max-min ant system. In 2007 Proceedings of the ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, DETC2007 (pp. 767-772). (2007 Proceedings of the ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, DETC2007; Vol. 4). https://doi.org/10.1115/DETC2007-34152

Liu, Wenjian ; Liu, Xinhua ; Jin, Tianguo. / Multi-process routes decision-making through integration of workflow technology and max-min ant system. 2007 Proceedings of the ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, DETC2007. 2008. pp. 767-772 (2007 Proceedings of the ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, DETC2007).

@inproceedings{65b80070ec92499ba01f3851b8844337,

title = "Multi-process routes decision-making through integration of workflow technology and max-min ant system",

abstract = "In order to realize visualization and intelligence of computer-aided process planning, this paper proposes an intelligent system with the integration of workflow technology and max-min ant system. Workflow modeling technology was applied to represent multi-process routes decision-making problem (MRDP) and a heuristic algorithm based on expert knowledge was designed to construct the directed graph for MRDP. Moreover, a modified ant colony algorithm was proposed to exploit the best solution using improved max-min pheromone strategy and the way of updating pheromone. Finally, an experiment example is illustrated to demonstrate the proposed methodology.",

author = "Wenjian Liu and Xinhua Liu and Tianguo Jin",

year = "2008",

doi = "10.1115/DETC2007-34152",

language = "英语",

isbn = "0791848027",

series = "2007 Proceedings of the ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, DETC2007",

pages = "767--772",

booktitle = "2007 Proceedings of the ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, DETC2007",

note = "ASME/IEEE International Conference on Mechatronic and Embedded Systems and Applications, presented at - 2007 ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, IDETC/CIE2007 ; Conference date: 04-09-2007 Through 07-09-2007",

}

Liu, W, Liu, X & Jin, T 2008, Multi-process routes decision-making through integration of workflow technology and max-min ant system. in 2007 Proceedings of the ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, DETC2007. 2007 Proceedings of the ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, DETC2007, vol. 4, pp. 767-772, ASME/IEEE International Conference on Mechatronic and Embedded Systems and Applications, presented at - 2007 ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, IDETC/CIE2007, Las Vegas, NV, United States, 4/09/07. https://doi.org/10.1115/DETC2007-34152

Multi-process routes decision-making through integration of workflow technology and max-min ant system. / Liu, Wenjian; Liu, Xinhua; Jin, Tianguo.
2007 Proceedings of the ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, DETC2007. 2008. p. 767-772 (2007 Proceedings of the ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, DETC2007; Vol. 4).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AU - Liu, Xinhua

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N2 - In order to realize visualization and intelligence of computer-aided process planning, this paper proposes an intelligent system with the integration of workflow technology and max-min ant system. Workflow modeling technology was applied to represent multi-process routes decision-making problem (MRDP) and a heuristic algorithm based on expert knowledge was designed to construct the directed graph for MRDP. Moreover, a modified ant colony algorithm was proposed to exploit the best solution using improved max-min pheromone strategy and the way of updating pheromone. Finally, an experiment example is illustrated to demonstrate the proposed methodology.

AB - In order to realize visualization and intelligence of computer-aided process planning, this paper proposes an intelligent system with the integration of workflow technology and max-min ant system. Workflow modeling technology was applied to represent multi-process routes decision-making problem (MRDP) and a heuristic algorithm based on expert knowledge was designed to construct the directed graph for MRDP. Moreover, a modified ant colony algorithm was proposed to exploit the best solution using improved max-min pheromone strategy and the way of updating pheromone. Finally, an experiment example is illustrated to demonstrate the proposed methodology.

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DO - 10.1115/DETC2007-34152

M3 - 会议稿件

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SN - 0791848027

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BT - 2007 Proceedings of the ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, DETC2007

T2 - ASME/IEEE International Conference on Mechatronic and Embedded Systems and Applications, presented at - 2007 ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, IDETC/CIE2007

Y2 - 4 September 2007 through 7 September 2007

ER -

Liu W, Liu X, Jin T. Multi-process routes decision-making through integration of workflow technology and max-min ant system. In 2007 Proceedings of the ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, DETC2007. 2008. p. 767-772. (2007 Proceedings of the ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, DETC2007). doi: 10.1115/DETC2007-34152

Multi-process routes decision-making through integration of workflow technology and max-min ant system

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