Nature-Inspired Algorithms in Data Analytics: A Unified Cross Domain Benchmarking Framework
The rapid growth of high-dimensional and heterogeneous datasets has intensified the demand for scalable and robust optimization approaches in data analytics. Traditional deterministic algorithms frequently suffer from premature convergence, initialization sensitivity, and reduced performance in nonlinear or noisy en...