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A systematic approach for the selection of optimization algorithms including end-user requirements applied to box-type boom crane design

  • In engineering design, optimization methods are frequently used to improve the initial design of a product. However, the selection of an appropriate method is challenging since many methods exist, especially for the case of simulation-based optimization. This paper proposes a systematic 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 decision matrix. The design and construction of the decision matrix are explained in detail. The proposed procedure is validated by two engineering optimization problems arising within the design of box-type boom cranes. For each problem, the problem statement and the respectively applied optimization methods are explained in detail. The results obtained by optimization validate the use of optimization approaches within the design process. The application of the decision matrix shows the successful incorporation of customer requirements to the algorithm selection.

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Author:Doris Entner, Philipp Fleck, Thomas Vosgien, Clemens Münzer, Steffen Finck, Thorsten Prante, Martin Schwarz
Parent Title (English):Applied System Innovation
Document Type:Article
Year of publication:2019
Release Date:2019/12/17
Tag:algorithm selection; engineering design; optimization
Volume:2. Jg.
Issue:H. 3
Number of pages:30
Organisationseinheit:Forschung / Forschungszentrum Business Informatics
DDC classes:500 Naturwissenschaften und Mathematik / 510 Mathematik
600 Technik, Medizin, angewandte Wissenschaften / 620 Ingenieurwissenschaften und Maschinenbau
Open Access?:ja
Peer review:wiss. Beitrag, peer-reviewed
Publicationlist:Finck, Steffen
Licence (German):License LogoCreative Commons - CC BY - International - Attribution- Namensnennung 4.0