Monday, March 24, 2025

Graph-Based Fixed Points in ๐น-Metric Spaces: A New Approach ๐Ÿ”ข๐Ÿ”— | #Sciencefather #researchers #Metric

๐Ÿ”— Fixed Points & Contractions in -Metric Space Graphs ๐Ÿ“ˆ๐Ÿ”ข

Fixed point theory is a cornerstone of modern mathematics, influencing fields like functional analysis, topology, differential equations, and numerical analysis. In this study, we explore new fixed point results in -metric spaces equipped with graph structures, presenting novel contraction conditions that extend classical results to more generalized spaces.

๐Ÿ”ข Mathematical Foundation: Fixed Points in -Metric Spaces

In standard metric spaces , a function  has a fixed point  if:

A fundamental result in this area is Banachโ€™s Contraction Principle, which guarantees the existence of a unique fixed point for contractive mappings. However, this principle does not directly apply to -metric spaces, where the metric function takes a more generalized form:

subject to specific axioms, generalizing distance measurement beyond traditional metrics.

This study extends fixed point theorems to -metric spaces by introducing graphic contractions, where mappings satisfy contractive conditions along the edges of an associated graph . This combination of graph theory and fixed point analysis enables us to study convergence in spaces with complex connectivity patterns.


๐Ÿ“Š Graph-Based Contraction Mappings

Consider a directed graph , where:

  • Nodes represent elements of the -metric space .

  • Edges define the contraction conditions between pairs of points.

A mapping  is G-contractive if there exists  such that:

where  satisfies specific contraction properties. The graph constraint allows us to refine classical results, ensuring convergence even when the entire space is not contractive.

๐Ÿ”„ Real-World Applications: Fixed Points & Graph Theory

Fixed point theory is essential in solving nonlinear equations, optimization problems, and dynamic systems. Some key applications include:

โœ” Mathematical Modeling ๐Ÿ”ข โ€“ Used in complex systems with non-traditional distances.
โœ” Computational Methods ๐Ÿ’ป โ€“ Convergence of iterative algorithms in machine learning.
โœ” Physics & Engineering โš™๏ธ โ€“ Stability analysis in chaotic and dynamical systems.
โœ” Network Theory ๐ŸŒ โ€“ Used in graph-based data structures and communication networks.

๐Ÿ”ฌ Solving Fractional Differential Equations (FDEs) with Fixed Points

Fractional calculus extends classical derivatives to non-integer orders, leading to fractional differential equations (FDEs) of the form:

where  represents the fractional derivative. These equations model memory-dependent and non-local processes in physics, biology, and finance.

By applying -metric space fixed point results, we establish existence and uniqueness criteria for solutions to boundary value problems involving FDEs. This generalization provides new insights into long-term stability and convergence in systems with fractional dynamics.

๐Ÿš€ Future Directions & Mathematical Impact

This research bridges fixed point theory, graph structures, and fractional calculus, paving the way for new advances in:

โœ” Nonlinear Analysis & Functional Equations ๐Ÿ”„
โœ” Mathematical Optimization & Numerical Methods ๐Ÿ—๏ธ
โœ” Graph-Based Computational Models ๐Ÿ“ˆ

By extending fixed point results to -metric spaces with graphs, this study contributes to the broader mathematical landscape, opening new doors for mathematical modeling, applied analysis, and theoretical advancements.


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