Hasan Temurtaş

Hybridization of Meta-heuristic Algorithms with K-Means for Clustering Analysis: Case of Medical Datasets

2024 · Gazi Journal of Engineering Sciences

K-means clustering is commonly used for data clustering, but it suffers from limitations such as being prone to local optima and slow convergence, particularly when handling large medical files. The literature recommends employing metaheuristic algorithms …

Crayfish Optimization Algorithm

2025 · International Scientific and Vocational Studies Journal

This study aims to improve the performance of the Crayfish Optimization Algorithm (COA), a swarm intelligence algorithm recently introduced in the literature, on various test functions with fixed and variable dimensions. Optimization can be defined …