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Production lines form the foundation of industrial manufacturing processes and play a vital role for businesses under today’s competitive market conditions. The efficiency and effectiveness of these lines directly impact a wide range of factors, from product quality and delivery times to costs and customer satisfaction.Production line optimization is a critical field focused on enhancing production performance by utilizing existing resources most efficiently, improving processes, and eliminating

Metaheuristic algorithms are nature-inspired heuristic techniques designed to find suitable solutions by exploring the solution space in a broader and more flexible manner than classical optimization methods. These algorithms are specifically engineered to reach global optimal solutions for complex problems characterized by high dimensionality, multimodality, or discrete or continuous structures. They typically rely on stochastic processes and offer general search strategies that are not problem