主题词：Advanced Optimization Algorithms Research; Optimization and Variational Analysis; Matrix Theory and Algorithms; Sparse and Compressive Sensing Techniques; Stochastic processes and financial applications; Fractional Differential Equations Solutions; Advanced Control Systems Optimization; Iterative Methods for Nonlinear Equations; Stability and Controllability of Differential Equations; Fixed Point Theorems Analysis; Mathematical and Theoretical Epidemiology and Ecology Models; Nonlinear Differential Equations Analysis; Numerical methods for differential equations; Stability and Control of Uncertain Systems; Optimization and Mathematical Programming; Advanced Mathematical Modeling in Engineering; Contact Mechanics and Variational Inequalities; Risk and Portfolio Optimization; Advanced Numerical Methods in Computational Mathematics; Model Reduction and Neural Networks; Numerical methods in inverse problems; Differential Equations and Numerical Methods; Metaheuristic Optimization Algorithms Research; Control Systems and Identification; Neural Networks Stability and Synchronization