Clustering of Solutions Morphological Set by Engineering Systems Modeling
Clustering of the morphological set of engineering solutions in the synthesis of systems is the process of grouping similar solutions in order to facilitate their analysis and selection of the best option. This method simplifies the complex task of choosing the optimal solution by dividing it into smaller group analysis. The article discusses the clustering of synthesized solutions in morphological analysis. The issues of building clusters and the possibility of dividing individual clusters into subclusters are considered. The example shows the expediency of these procedures in mathematical modeling. After clustering a set of solutions, the generated groups are analyzed and the best option is selected, taking into account the specified criteria and constraints. This approach makes it possible to effectively solve the problems of synthesis of technical systems and reduces the time for making informed decisions. The development of cluster analysis of a morphological set of decisions contributes to improving the efficiency and quality of decisions made in various technical fields.
Authors
- Dmitry Rakov (ORCID: https://orcid.org/0000-0002-0585-0827)
Publication Details
- Published
- 2024-09-08
- DOI
- https://doi.org/10.1109/rusautocon61949.2024.10694117
- Primary Topic
- Product Development and Customization
- Type
- article
- Field-Weighted Citation Impact
- 0.00