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A Systematic Approach for the Selection of Optimization Algorithms including End-User Requirements Applied to Box-Type Boom Crane Design

机译:选择优化算法的系统方法,包括应用于盒式繁荣起重机设计的最终用户要求

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In engineering design, optimization methods are frequently used to improve the initialdesign of a product. However, the selection of an appropriate method is challenging since manymethods exist, especially for the case of simulation-based optimization. This paper proposes asystematic procedure to support this selection process. Building upon quality function deployment,end-user and design use case requirements can be systematically taken into account via a decisionmatrix. The design and construction of the decision matrix are explained in detail. The proposedprocedure is validated by two engineering optimization problems arising within the design ofbox-type boom cranes. For each problem, the problem statement and the respectively appliedoptimization methods are explained in detail. The results obtained by optimization validate the useof optimization approaches within the design process. The application of the decision matrix showsthe successful incorporation of customer requirements to the algorithm selection.
机译:在工程设计中,优化方法经常用于改善产品的初始设计。然而,由于存在多种方法,因此对于基于模拟的优化的情况,选择适当的方法是具有挑战性的。本文提出了支持此选择过程的系统工序。建立质量函数部署,最终用户和设计用例要求可以通过决策序列系统地被系统地考虑。详细解释了决策矩阵的设计和构造。通过箱式繁荣起重机设计中出现的两个工程优化问题验证了BudostProcedure。对于每个问题,详细解释了问题陈述和分别应用的优化方法。优化获得的结果验证了设计过程中优化方法的使用。决策矩阵的应用程序将客户要求纳入算法选择。

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