政大機構典藏-National Chengchi University Institutional Repository(NCCUR):Item 140.119/80616

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政大機構典藏 > 商學院 > 資訊管理學系 > 期刊論文 > Item 140.119/80616

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題名:	A Two-Dimensional Genetic Algorithm and Its Application to Aircraft Scheduling Problem
作者:	Tsai, Ming-Wen;Hong, Tzung-Pei;Lin, Woo-Tsong 林我聰
貢獻者:	資管系
日期:	2015-03
上傳時間:	2016-01-15 15:09:29 (UTC+8)
摘要:	Genetic algorithms have become increasingly important for researchers in resolving difficult problems because they can provide feasible solutions in limited time. Using genetic algorithms to solve a problem involves first defining a representation that describes the problem states. Most previous studies have adopted one-dimensional representation. Some real problems are, however, naturally suitable to two-dimensional representation. Therefore, a two-dimensional encoding representation is designed and the traditional genetic algorithm is modified to fit the representation. Particularly, appropriate two-dimensional crossover and mutation operations are proposed to generate candidate chromosomes in the next generations. A two-dimensional repairing mechanism is also developed to adjust infeasible chromosomes to feasible ones. Finally, the proposed approach is used to solve the scheduling problem of assigning aircrafts to a time table in an airline company for demonstrating the effectiveness of the proposed genetic algorithm.
關聯:	Mathematical Problems in Engineering, 2015, 1-12
資料類型:	article
DOI 連結:	http://dx.doi.org/10.1155/2015/906305
DOI:	10.1155/2015/906305
顯示於類別:	[資訊管理學系] 期刊論文

文件中的檔案:

檔案	描述	大小	格式	瀏覽次數
1-12.pdf		525Kb	Adobe PDF2	539	檢視/開啟

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