Title :
A scheduling model of Chinese medicine production based on genetic algorithm research and applications
Author :
Guo, Jian-yi ; Zhi, Hua ; Zhang, Yan-mei ; Wang, Hai-xiong
Author_Institution :
Inf. Eng. & Autom. Sch., Kunming Univ. of Sci. & Technol., Kunming, China
Abstract :
Accordance with Chinese medicine production characteristics, this paper proposes applications of genetic algorithm to Chinese medicine production scheduling, and the problems of Chinese medicine production scheduling are solved effectively to some extent in this method. This paper considers the main constructions and steps of applications of genetic algorithm to Chinese medicine production scheduling, designs a system prototype, tests the system by a test case, finally analyzes the testing result to prove the feasibility and effectiveness of the prototype.
Keywords :
genetic algorithms; pharmaceutical industry; production planning; scheduling; Chinese medicine production; genetic algorithm; pharmaceutical industry; scheduling model; system prototype design; Algorithm design and analysis; Evolution (biology); Genetic algorithms; Job shop scheduling; Medical tests; Optimized production technology; Processor scheduling; Production systems; Prototypes; System testing; Chinese medicine pharmaceutical; Genetic algorithm; Modeling processing; Production scheduling;
Conference_Titel :
Machine Learning and Cybernetics, 2009 International Conference on
Conference_Location :
Baoding
Print_ISBN :
978-1-4244-3702-3
Electronic_ISBN :
978-1-4244-3703-0
DOI :
10.1109/ICMLC.2009.5212183
