摘要翻译:
机场登机口的分配是机场运营中的一个重要环节。本文对机场登机口分配问题(AGAP)进行了研究,提出了一个新的模型,并用优化编程语言(OPL)实现了该模型。以最小化相邻两架飞机分配到同一登机口的冲突次数为目标,建立了具有逻辑约束和二元约束的数学模型,为航空公司估计当前的登机口分配提供了一个有效的评价准则。为了验证该模型的可行性,我们利用美国大陆航空公司休斯敦峡谷布什洲际机场的数据进行了实验,结果表明我们的模型是有效的。此外,我们对实验结果进行了解释,进一步表明我们提出的模型可以为航空公司评估其当前登机口分配工作的效率提供一个强有力的工具。
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英文标题:
《Airport Gate Assignment: New Model and Implementation》
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作者:
Chendong Li
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最新提交年份:
2008
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分类信息:
一级分类:Computer Science 计算机科学
二级分类:Artificial Intelligence 人工智能
分类描述:Covers all areas of AI except Vision, Robotics, Machine Learning, Multiagent Systems, and Computation and Language (Natural Language Processing), which have separate subject areas. In particular, includes Expert Systems, Theorem Proving (although this may overlap with Logic in Computer Science), Knowledge Representation, Planning, and Uncertainty in AI. Roughly includes material in ACM Subject Classes I.2.0, I.2.1, I.2.3, I.2.4, I.2.8, and I.2.11.
涵盖了人工智能的所有领域,除了视觉、机器人、机器学习、多智能体系统以及计算和语言(自然语言处理),这些领域有独立的学科领域。特别地,包括专家系统,定理证明(尽管这可能与计算机科学中的逻辑重叠),知识表示,规划,和人工智能中的不确定性。大致包括ACM学科类I.2.0、I.2.1、I.2.3、I.2.4、I.2.8和I.2.11中的材料。
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英文摘要:
Airport gate assignment is of great importance in airport operations. In this paper, we study the Airport Gate Assignment Problem (AGAP), propose a new model and implement the model with Optimization Programming language (OPL). With the objective to minimize the number of conflicts of any two adjacent aircrafts assigned to the same gate, we build a mathematical model with logical constraints and the binary constraints, which can provide an efficient evaluation criterion for the Airlines to estimate the current gate assignment. To illustrate the feasibility of the model we construct experiments with the data obtained from Continental Airlines, Houston Gorge Bush Intercontinental Airport IAH, which indicate that our model is both energetic and effective. Moreover, we interpret experimental results, which further demonstrate that our proposed model can provide a powerful tool for airline companies to estimate the efficiency of their current work of gate assignment.
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PDF链接:
https://arxiv.org/pdf/0811.1618


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