On geometry of fixed figures via φ−interpolative contractions and application of activation functions in neural networks and machine learning models

In this work, we introduce novel postulates to establish fixed figure theorems with a focus on their extension to the domain of mvb−metric spaces. Consequently, we define conditions ensuring the existence and uniqueness of fixed circles, fixed ellipses, fixed Apollonius circles, fixed Cassini curves...

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Bibliographic Details
Main Authors: Khairul Habib Alam, Yumnam Rohen, Anita Tomar, Mohammad Sajid
Format: Article
Language:English
Published: Elsevier 2025-01-01
Series:Ain Shams Engineering Journal
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S209044792400563X
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