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Intelligent Manufacturing Systems requires advanced and efficient information technologies and tools in order to achieve value creation in global markets. Radio frequency identification (RFID) is a novel information technology that helps companies to monitor and control the manufacturing process in time through the collection of manufacturing data in the job-shop. In this paper, we present a real-time...
The bi-directional convergence ant colony optimization can effectively solve job-shop scheduling, but it often fall into local optimization result. While the simulated annealing has some characteristics can make the convergence process jump out of the local optimum. In this paper an application of the simulated annealing to be integrated into the bi-directional convergence ant colony optimization...
Jobshop scheduling is a typical NP hard problem. In the distributed manufacturing environment, it becomes a more intractable one with the characters of distributed object, multiple target and strong dynamic. A novel distribution jobshop scheduling method based on multi-agent mechanism and genetic algorithm is presented. A distributed scheduling system framework, which composed of several jobshop agents,...
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