Fuzzy Programming Based Modeling of Production Scheduling of Batch Processes
Zhang Hong,Li Chiqiang
Strategic Study of CAE ›› 2004, Vol. 6 ›› Issue (10) : 65 -70.
Fuzzy Programming Based Modeling of Production Scheduling of Batch Processes
By analyzing certain fuzzy models for production scheduling, the author proposes a general novel fuzzification method based on fuzzy programming for batching production processes and offers a modeling method with fuzzy coefficients. Two fuzzy algorithms based on genetic algorithm, i. e. , fuzzy simulation and SFA algorithm, are adopted to solve the fuzzy model. The selection of membership function is flexible, and a proper expression of fuzziness is adopted. Finally, a numerical example demonstrates that the modeling method is valid.
production scheduling / fuzzy programming / batching production processes / membership function
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