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Scheduling of Aircraft Design Project: A Comparison of Critical Path Method, Design Structure Matrix and Genetic Algorithm Approaches

机译:飞机设计项目的计划编制:关键路径方法,设计结构矩阵和遗传算法方法的比较

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The purpose of this study to minimize the overall duration of aircraft design project in Indonesia. This study proposes a combination method of Design Structure Matrix (DSM) and Genetic Algorithm (GA) for scheduling aircraft design project activities. DSM is used to identify the information flow between project activities. GA use reworks data, which was the result output of DSM, and activity duration to optimize the task sequence by considering the human resource constraints. A comparative analysis was conducted between the schedule based on DSM and GA and schedule based on Critical Path Method. Combination of DSM and GA obtained 63 days shorter project durations compared to CPM. This research is convenient for design projects scheduling with limited resources that can be obtained by using alternative methods other than traditional methods.
机译:本研究的目的是最大程度地减少印度尼西亚飞机设计项目的总体工期。本研究提出了一种设计结构矩阵(DSM)和遗传算法(GA)的组合方法来调度飞机设计项目活动。 DSM用于识别项目活动之间的信息流。 GA使用返工数据(这是DSM的结果输出)和活动持续时间来通过考虑人力资源约束来优化任务序列。对基于DSM和GA的计划与基于关键路径法的计划进行了比较分析。与CPM相比,DSM和GA的组合使项目工期缩短了63天。这项研究对于使用有限资源(可以通过使用传统方法以外的替代方法来获得)的设计项目计划很方便。

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