2013
DOI: 10.4304/jsw.8.10.2474-2481
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A Parallel Evolution based Intelligent Optimization Algorithm to Solve Large-scale Production Planning Problem in Defense Industry

Abstract: Since the multistage production planning problem possesses high-dimensional variables and large-scale solution space, it is hard to be solved in an acceptable time. To deal with this challenge, we propose a parallel evolution based intelligent optimization algorithm. The proposed algorithm employs the differential evolution as the algorithm framework to implement the primary mutation and crossover operations, then the entire variables are clustered into several sub-populations according to the problem structur… Show more

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