Simultaneous solution of a fuzzy global optimization problem using a fixed point method

IF 0.7 Q4 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS New Mathematics and Natural Computation Pub Date : 2023-11-09 DOI:10.1142/s179300572450039x
Samir Kumar Bhandari, P. Saha, S. Guria, P Das, B. S. Choudhury
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Abstract

In this paper, we adopt a fixed point approach towards a problem of finding fuzzy distance between two subsets of a fuzzy metric space. This is accomplished simultaneously by determining two different pairs of points which are obtained by finding an optimal approximate solution of a coupled fixed point equation for an appropriate coupled contractive operator. By its nature, the problem is a global optimization problem. The coupled contraction defined here has certain properties suitable for applications to the optimization problem considered in this paper. The main result is illustrated with an example. By applications of the main theorem, a new coupled fixed point result is derived in fuzzy metric space and a new coupled proximity point result is obtained in metric spaces. This work is a continuation of a newly emerged line of research on global optimization in the context of fuzzy metric spaces.
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用不动点法同时求解模糊全局优化问题
本文采用不动点法求解模糊度量空间中两个子集之间的模糊距离问题。这是通过确定两个不同的点对来同时完成的,这两个点对是通过寻找一个合适的耦合收缩算子的耦合不动点方程的最优近似解得到的。从本质上讲,该问题是一个全局优化问题。这里定义的耦合收缩具有一定的性质,适合应用于本文所考虑的优化问题。通过一个例子说明了主要结果。应用主要定理,在模糊度量空间中导出了一个新的耦合不动点结果,在度量空间中得到了一个新的耦合接近点结果。这项工作是在模糊度量空间背景下研究全局优化的一个新出现的路线的延续。
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来源期刊
New Mathematics and Natural Computation
New Mathematics and Natural Computation MATHEMATICS, INTERDISCIPLINARY APPLICATIONS-
CiteScore
1.70
自引率
10.00%
发文量
47
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