International Journal of Production Research · 2005 · 99 citations · 14 references
ManagementManufacturing EngineeringOperations ManagementOptimizationProduction PlanningSchedulingAssembly Line BalancingAssembly SystemsLine BalancingAnt Colony OptimizationCycle TimeCycle Time MinimizationMixed-model Assembly Line BalancingMixed-model Assembly LinesParallel Assembly Line BalancingParallel Assembly Lines
This paper presents ANTBAL, an ant colony optimization algorithm for balancing mixed-model assembly lines. The proposed algorithm accounts for zoning constraints and parallel workstations and aims to minimize the number of operators in the assembly line for a given cycle time. In addition to this goal, ANTBAL looks for solutions that smooth the workload among workstations, which is an important aspect to account for in balancing mixed-model assembly lines. Computational experience shows the superior performance of the proposed algorithm.
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Ant colonies for the travelling salesman problem
Marco Dorigo, Luca Maria Gambardella · Biosystems · 1997 · 2K citations