A New Elimination Ant Colony Algorithm for Process Task Distribution

Task distribution is an important part of process design and affects the cycle of process design. To shorten the design cycle, a distribution method based on part features is prompt by converting task distribution problem to a capacity matrix. For improving algorithm efficiency, an artificial ant mo...

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Bibliographische Detailangaben
Hauptverfasser: Lu Yuan, Zhai Yinxing, Hu Ying
Format: Tagungsbericht
Sprache:eng
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Zusammenfassung:Task distribution is an important part of process design and affects the cycle of process design. To shorten the design cycle, a distribution method based on part features is prompt by converting task distribution problem to a capacity matrix. For improving algorithm efficiency, an artificial ant model is built with blackboard strategy. This model enhances the communication between ants and environments. Upon this model, the elimination ant colony algorithm is given according to the capacity matrix. Experiments show that the new algorithm, compared with traditional algorithm, leads less iterative steps and better solution.
DOI:10.1109/ICMSS.2010.5576628