Line balancing is a fundamental problem in operations research and industrial engineering focused on assigning tasks to workstations along an assembly line to optimize performance metrics, typically minimizing idle time and equalizing workload across stations for a given production rate or maximizing output for a fixed number of stations. This methodological approach investigates the efficient allocation of sequential work elements subject to precedence constraints and cycle time limitations, significantly impacting manufacturing system productivity and resource utilization.