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

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
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Clustering of Solutions Morphological Set by Engineering Systems Modeling

Dmitry Rakov
1 links
Product Development and Customization
article

Clustering of Solutions Morphological Set by Engineering Systems Modeling

Dmitry Rakov
article en

Abstract

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.

Openalex Percentile: Top 71%
Product Development and Customization
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Clustering of Solutions Morphological Set by Engineering Systems Modeling — Dmitry Rakov · (2024) | TGRS Research Map | TGRS