Title :
A Machinery Resource Intelligent Configuration Method Using Immune Algorithm
Author_Institution :
Zhejiang Ind. Polytech. Coll., Shaoxing, China
Abstract :
In order to produce optimize the allocation of resources of machinery group intelligent, mechanical resources should be optimized dynamic change. A kind of immune algorithm solve the problem of the dynamic allocation of resources. To minimize the maximum completion time for target function of manufacturing, mechanical operation procedures, resources and delivery time constraint is consider working efficiency, verify the immune algorithm, and put forward the numerical experiments. The results show that the algorithm can realize coherence of optimizing the allocation of resources. Results dynamic resource configuration is used to achieve optimal construction process each work plan simultaneously.
Keywords :
intelligent manufacturing systems; machinery; optimisation; resource allocation; search problems; delivery time constraint; dynamic resource configuration; immune algorithm; machinery resource intelligent configuration method; manufacturing function; maximum completion time; mechanical operation procedures; mechanical resources; optimal construction process; resource allocation optimization; search algorithm simulation; working efficiency; Cloning; Dynamic scheduling; Heuristic algorithms; Machinery; Resource management; Sociology; Statistics; Siphonic directed and weighted networks; modularity function; multistep greedy strategy; overlapping community detection;
Conference_Titel :
Intelligent Systems Design and Engineering Applications, 2013 Fourth International Conference on
Conference_Location :
Zhangjiajie
Print_ISBN :
978-1-4799-2791-3
DOI :
10.1109/ISDEA.2013.407