Abstract
The paper presents the method of fast production cost estimation based on similarities of elements. In order to describe elements, the shape and characteristic features of elements are encoded into a semantic network. Elements are decomposed into functional surfaces, which are characterised by structural and technological features. Similarities between elements are assessed by comparing element’s semantic nets. It is assumed that elements with a high similarity factor also have similar production costs. Results are presented on the example of shafts, numerous runs of c&t similarities assessment at various settings of the weights of the network branches were carried out in order to obtain convergence of the results of assessing similarity using semantic networks with similarities in the actual production costs, calculated by standard methods.
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Ćwikła, G., Grabowik, C., Bańczyk, K., Wiecha, Ł. (2020). Assessment of Similarity of Elements as a Basis for Production Costs Estimation. In: Martínez Álvarez, F., Troncoso Lora, A., Sáez Muñoz, J., Quintián, H., Corchado, E. (eds) 14th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2019). SOCO 2019. Advances in Intelligent Systems and Computing, vol 950. Springer, Cham. https://doi.org/10.1007/978-3-030-20055-8_37
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DOI: https://doi.org/10.1007/978-3-030-20055-8_37
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