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Study on multi-objective optimization of flow allocation in a multi-commodity stochastic-flow network with unreliable nodes |
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| Authors: | Qiang Liu Qingzhen Zhao Wenke Zang |
| Institution: | 1. School of Information Management, Shandong Economic University, Jinan, 250014, Shandong, China 2. School of Management and Economics, Shandong Normal University, Jinan, 250014, Shandong, China 3. School of Mathematical Sciences, Shandong Normal University, Jinan, 250014, Shandong, China |
| Abstract: | A long distance transportation problem was abstracted to a resource flow allocation problem upon a stochastic-flow network with unreliable nodes. The objectives were the probability that transmission was successful and transportation cost. In order to solve constructed model, a multi-objective genetic algorithm was propounded. Tested by examples, the algorithm well solved the flow allocation problem in a stochastic-flow network. |
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