An enhanced ACO algorithm for multi-objective maintenance scheduling of oil tanks

Cheng Chung Hsu; Sheng Tun Li; Chih Chuan Chen; Ti Yen Yang

doi:10.1109/IIH-MSP.2007.84

An enhanced ACO algorithm for multi-objective maintenance scheduling of oil tanks

Cheng Chung Hsu, Sheng Tun Li, Chih Chuan Chen, Ti Yen Yang

研究成果: Conference contribution

3 引文斯高帕斯（Scopus）

摘要

In this paper, an enhanced ant colony optimization algorithm (EA COA) is proposed for the multi-objective maintenance scheduling of oil tanks. In the algorithm, tabu search is incorporated into ant colony optimization. Through a decreasing probability function, the proposed algorithm improves ant colony optimization is easy to trap in local optimum and hence the optimal solution to the scheduling problem can be effectively achieved. Experimental results demonstrated the effectiveness and feasibility of the algorithm for the scheduling problem considered. The Pareto-optimal solutions found effectively help decision-makers arrange maintenance scheduling tasks.

原文	English
主出版物標題	Proceedings - 3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2007.
頁面	593-596
頁數	4
DOIs	https://doi.org/10.1109/IIH-MSP.2007.84
出版狀態	Published - 2007
事件	3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2007 - Kaohsiung, Taiwan 持續時間: 2007 11月 26 → 2007 11月 28

出版系列

名字	Proceedings - 3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2007.
卷	2

Other

Other	3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2007
國家/地區	Taiwan
城市	Kaohsiung
期間	07-11-26 → 07-11-28

All Science Journal Classification (ASJC) codes

電腦網路與通信
訊號處理
資訊系統與管理

存取文件

10.1109/IIH-MSP.2007.84

其它文件與鏈接

引用此

Hsu, C. C., Li, S. T., Chen, C. C., & Yang, T. Y. (2007). An enhanced ACO algorithm for multi-objective maintenance scheduling of oil tanks. 於 Proceedings - 3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2007. (頁 593-596). [4457779] (Proceedings - 3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2007.; 卷 2). https://doi.org/10.1109/IIH-MSP.2007.84

Hsu, Cheng Chung ; Li, Sheng Tun ; Chen, Chih Chuan 等. / An enhanced ACO algorithm for multi-objective maintenance scheduling of oil tanks. Proceedings - 3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2007.. 2007. 頁 593-596 (Proceedings - 3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2007.).

@inproceedings{cdcba2cba7a54888a6d5c5d5591fd40e,

title = "An enhanced ACO algorithm for multi-objective maintenance scheduling of oil tanks",

abstract = "In this paper, an enhanced ant colony optimization algorithm (EA COA) is proposed for the multi-objective maintenance scheduling of oil tanks. In the algorithm, tabu search is incorporated into ant colony optimization. Through a decreasing probability function, the proposed algorithm improves ant colony optimization is easy to trap in local optimum and hence the optimal solution to the scheduling problem can be effectively achieved. Experimental results demonstrated the effectiveness and feasibility of the algorithm for the scheduling problem considered. The Pareto-optimal solutions found effectively help decision-makers arrange maintenance scheduling tasks.",

author = "Hsu, {Cheng Chung} and Li, {Sheng Tun} and Chen, {Chih Chuan} and Yang, {Ti Yen}",

year = "2007",

doi = "10.1109/IIH-MSP.2007.84",

language = "English",

isbn = "0769529941",

series = "Proceedings - 3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2007.",

pages = "593--596",

booktitle = "Proceedings - 3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2007.",

note = "3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2007 ; Conference date: 26-11-2007 Through 28-11-2007",

}

Hsu, CC, Li, ST, Chen, CC & Yang, TY 2007, An enhanced ACO algorithm for multi-objective maintenance scheduling of oil tanks. 於 Proceedings - 3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2007.., 4457779, Proceedings - 3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2007., 卷 2, 頁 593-596, 3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2007, Kaohsiung, Taiwan, 07-11-26. https://doi.org/10.1109/IIH-MSP.2007.84

An enhanced ACO algorithm for multi-objective maintenance scheduling of oil tanks. / Hsu, Cheng Chung; Li, Sheng Tun; Chen, Chih Chuan 等.

Proceedings - 3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2007.. 2007. p. 593-596 4457779 (Proceedings - 3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2007.; 卷 2).

研究成果: Conference contribution

TY - GEN

T1 - An enhanced ACO algorithm for multi-objective maintenance scheduling of oil tanks

AU - Hsu, Cheng Chung

AU - Li, Sheng Tun

AU - Chen, Chih Chuan

AU - Yang, Ti Yen

PY - 2007

Y1 - 2007

N2 - In this paper, an enhanced ant colony optimization algorithm (EA COA) is proposed for the multi-objective maintenance scheduling of oil tanks. In the algorithm, tabu search is incorporated into ant colony optimization. Through a decreasing probability function, the proposed algorithm improves ant colony optimization is easy to trap in local optimum and hence the optimal solution to the scheduling problem can be effectively achieved. Experimental results demonstrated the effectiveness and feasibility of the algorithm for the scheduling problem considered. The Pareto-optimal solutions found effectively help decision-makers arrange maintenance scheduling tasks.

AB - In this paper, an enhanced ant colony optimization algorithm (EA COA) is proposed for the multi-objective maintenance scheduling of oil tanks. In the algorithm, tabu search is incorporated into ant colony optimization. Through a decreasing probability function, the proposed algorithm improves ant colony optimization is easy to trap in local optimum and hence the optimal solution to the scheduling problem can be effectively achieved. Experimental results demonstrated the effectiveness and feasibility of the algorithm for the scheduling problem considered. The Pareto-optimal solutions found effectively help decision-makers arrange maintenance scheduling tasks.

UR - http://www.scopus.com/inward/record.url?scp=47349098361&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=47349098361&partnerID=8YFLogxK

U2 - 10.1109/IIH-MSP.2007.84

DO - 10.1109/IIH-MSP.2007.84

M3 - Conference contribution

AN - SCOPUS:47349098361

SN - 0769529941

SN - 9780769529943

T3 - Proceedings - 3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2007.

SP - 593

EP - 596

BT - Proceedings - 3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2007.

T2 - 3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2007

Y2 - 26 November 2007 through 28 November 2007

ER -

Hsu CC, Li ST, Chen CC, Yang TY. An enhanced ACO algorithm for multi-objective maintenance scheduling of oil tanks. 於 Proceedings - 3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2007.. 2007. p. 593-596. 4457779. (Proceedings - 3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2007.). doi: 10.1109/IIH-MSP.2007.84

An enhanced ACO algorithm for multi-objective maintenance scheduling of oil tanks

摘要

出版系列

Other

All Science Journal Classification (ASJC) codes

存取文件

其它文件與鏈接

指紋

引用此