Air cargo load planning system: A rule-based optimization approach

机译：空运负荷规划系统：基于规则的优化方法

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For a multiple-segment flight of passenger aircraft, the primary objective of commodity load planning is to improve the operational efficiency of the whole journey. Unfortunately the objective can not be measured due to the unavailability of down-line stations shipment information. Traditional optimization algorithm can not be directly applied. Rule based optimization approach is proposed in this paper. High-level business logic is captured as a rule flow. Optimization algorithms are embedded as the action of the rule flow to specific decisions such as bin assign. With this approach, a loading plan can be adaptive to business changes without application code changes. Based on such design, a visual rule editor and rule engine are developed. The system has been successfully applied in a North American airline company. The rule based optimization approach and tool can also be applied to other operational planning and scheduling problems with complex business logic.

机译：对于乘客飞机的多段飞行，商品负荷规划的主要目标是提高整个旅程的运行效率。遗憾的是，由于下线站装运信息的不可用，无法衡量目标。传统优化算法无法直接应用。本文提出了规则的优化方法。捕获高级业务逻辑作为规则流。优化算法被嵌入为规则流到特定决策的规则流程，例如箱分配。通过这种方法，加载计划可以适应业务更改而无需应用程序代码更改。基于这种设计，开发了一种可视化规则编辑器和规则引擎。该系统已成功应用于北美航空公司。基于规则的优化方法和工具也可以应用于复杂业务逻辑的其他操作规划和调度问题。

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《IEEE/INFORMS International Conference on Service Operations, Logistics and Informatics》|2009年||共6页
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中图分类 TP3-53;
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aircraft; goods distribution; optimisation; planning; scheduling; North American airline company; air cargo load planning system; bin assign; high-level business logic; multiple-segment flight; operational planning; passenger aircraft; rule-based optimization approach; scheduling problems;

机译：飞机;商品分布;优化;规划;规划;调度;北美航空公司;航空货运负荷规划系统;宾塞分配;多级业务逻辑;客机;基于规则的优化方法;调度问题;

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1. Rule-based optimization approach for airline load planning system [J] . Feng Li, Chunhua Tian, Hao Zhang, Procedia Computer Science . 2010,第1期

机译：基于规则的航空公司负荷计划系统优化方法
2. A multi-criteria logical based approach for optimal planning and assessment of rule-based hybrid load following micro combined heat and power systems [J] . Mohammadi Hesam, Mohammadi Mohammad Energy Conversion & Management . 2021,第Sepa期

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3. Spot-welding sequence planning and optimization using a hybrid rule-based approach and genetic algorithm [J] . Mohammad Givehchi, Amos H.C. Ng, Lihui Wang Robotics and Computer-Integrated Manufacturing . 2011,第4期

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4. Air cargo load planning system: A rule-based optimization approach [C] . IEEE/INFORMS International Conference on Service Operations, Logistics and Informatics . 2009

机译：空运负荷规划系统：基于规则的优化方法
5. A robust optimization approach to reserve crew manpower planning in airlines. [D] . Sohoni, Milind Gajanan. 2002

机译：一种强大的优化方法，可用于航空公司的后备人员人力计划。
6. A Systematic Approach to Pair Secretory Cargo Receptors with Their Cargo Suggests a Mechanism for Cargo Selection by Erv14 [O] . Yonatan Herzig, Hayley J. Sharpe, Yael Elbaz, 2012

机译：一种将分泌型货物接收器与其货物配对的系统方法表明Erv14进行货物选择的机制
7. Rule-based optimization approach for airline load planning system [O] . Li Feng, Tian Chunhua, Zhang Hao, 2010

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8. Heuristic Approach to Determining Cargo Flow and Scheduling for Air MobilityCommand's Channel Cargo System [R] . Fitzsimmons, J., Walker, J. 1994

机译：确定货物流量的启发式方法和空中机动指令的航道货物系统的调度

Air cargo load planning system: A rule-based optimization approach

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