Multi-objective assembly line balacing via a modified ant colony optimization technique

Multi-objective assembly line balacing via a modified ant colony optimization technique

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Article ID: iaor20061649
Country: United Kingdom
Volume: 44
Issue: 1
Start Page Number: 27
End Page Number: 42
Publication Date: Jan 2006
Journal: International Journal of Production Research
Authors: ,
Keywords: heuristics
Abstract:

A technique derived from ant colony optimization is presented that addresses multiple objectives associated with the general assembly line-balancing problem. The specific objectives addressed are crew size, system utilization, the probability of jobs being completed within a certain time frame and system design costs. These objectives are addressed simultaneously, and the obtained results are compared with those obtained from single-objective approaches. Comparison shows the relative superiority of the multi-objective approach in terms of both overall performance and the richness of information.

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