학술논문

On the Optimization of Bi-variate Logarithmic Functions Using Bernstein-Lagrange Method
Document Type
Conference
Source
2023 International Conference on Information Technology (ICIT) Information Technology (ICIT), 2023 International Conference on. :567-571 Aug, 2023
Subject
Communication, Networking and Broadcast Technologies
Computing and Processing
Signal Processing and Analysis
Information technology
Optimization
Bernstein-Lagrange polynomials
logarithmic functions
range bounding
optimization
Language
ISSN
2831-3399
Abstract
In this paper, we consider bi-variate Logarithmic functions over two dimensional box. We convert the bi-variate differentiable logarithmic functions to Lagrange's polynomials of two variables and finite degree. Subsequently, we expand the Lagrange polynomial onto Bernstein form over the same domain. Furthermore, we prove that the Lagrange polynomial is optimized by the Bernstein enclosure with error bound. If the error is not bounded, we optimize the alternative discrete Logarithmic functions by the enclosure bound at the corresponding values of the given nodes. Eventually, we extend Bernstein properties to the Bernstein-Lagrange Form.