E3S Web of Conf.
Volume 405, 20232023 International Conference on Sustainable Technologies in Civil and Environmental Engineering (ICSTCE 2023)
|Number of page(s)
|Sustainable Technologies in Construction & Environmental Engineering
|26 July 2023
Evaluating types of soil suitable for construction using radial basis function fuzzy neural network
Department of Mathematics, Annamalai University, Annamalainagar - 608002, Tamilnadu, India
E-mail: email@example.com and firstname.lastname@example.org
* Corresponding author: email@example.com
This paper deals with radial basis fuzzy neural network using bipolar picture fuzzy soft sets. Firstly a bipolar picture fuzzy decision matrix is constructed. A bipolar picture fuzzy Gaussian membership function is defined. Next degree values are calculated and used for finding the entropy. These entropy values help in determining the weights of bipolar picture fuzzy sets. Output is obtained by multiplication of weight values and BPFS Gaussian membership values. By using this method, the soil suitable for construction of buildings is found.
Key words: Bipolar picture fuzzy soft set / Gaussian activation function / degree / entropy / radial basis function
© The Authors, published by EDP Sciences, 2023
This is an Open Access article distributed under the terms of the Creative Commons Attribution License 4.0, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
Current usage metrics show cumulative count of Article Views (full-text article views including HTML views, PDF and ePub downloads, according to the available data) and Abstracts Views on Vision4Press platform.
Data correspond to usage on the plateform after 2015. The current usage metrics is available 48-96 hours after online publication and is updated daily on week days.
Initial download of the metrics may take a while.