| 基于多目标模糊线性规划求解方法的飞机排班问题研究 |
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| 引用本文： | 吴东华,夏洪山. 基于多目标模糊线性规划求解方法的飞机排班问题研究[J]. 计算机科学, 2012, 39(1): 234-238 |
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| 作者姓名： | 吴东华 夏洪山 |
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| 作者单位： | 1. 南京航空航天大学继续教育学院 南京210016;南京航空航天大学民航学院 南京210016
2. 南京航空航天大学民航学院 南京210016 |
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| 基金项目： | 国家自然科学基金，国家软科学研究计划项目 |
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| 摘 要： | 提出了一种基于多目标模糊线性规划法解决飞机排班问题的新算法。该算法将模糊理论与最优化概念相结合,根据最大隶属度原则,将以飞机飞行时间均衡优先、飞机起降次数均衡优先、飞机等待时间最少优先为目标函数的多目标模糊线性规划数学模型转化为一般的线性规划问题进行求解。实验数据表明,该算法可行、有效,步骤简捷,计算量小,能得到理想的结果。
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| 关 键 词： | 多目标优化 模糊论 最大隶属度 飞机排班 线性规划 |
Fleet Assignment Problem Study Based on Multi-objective Fuzzy Linear Optimization Algorithm |
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| WU Dong-hua , XIA Hong-shan. Fleet Assignment Problem Study Based on Multi-objective Fuzzy Linear Optimization Algorithm[J]. Computer Science, 2012, 39(1): 234-238 |
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| Authors: | WU Dong-hua XIA Hong-shan |
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| Affiliation: | 2 (College of Continuing and Education,Nanjing University of Aeronautics and Astronautics,Nanjing 210016,China)1(College of Civil Aviation,Nanjing University of Aeronautics and Astronautics,Nanjing 210016,China)2 |
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| Abstract: | A new method based on multi-objective fuzzy linear optimization algorithm for fleet assignment problem was proposed. The method applied fuzzy theory to optimization concept, turning the fuzzy multi-objective optimization mathematical model with the objective of the balance of aircraft flight time, the balance of the numbers of the aircraft movemenu and least waiting time first to a linear programming problem according to the maximum degree of membership.The result of the experiment shows the method can rapidly get the desired results.Multi-objective optimization, |
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| Keywords: | Fuzzy theory Maximum degree of membership Fleet assignment Linear programmmg |
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