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基于学习遗忘作用的人员调度实验设计及其软件开发 被引量:2

Experimental Design and Software Development of Staff Scheduling Based on Learning-forgetting Effect
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摘要 建立了学习遗忘作用与人员工效的关系模型。采用遗传算法进行调度求解,并在Matlab环境下完成了考虑学习遗忘作用的人员调度的软件开发,设计了相关实验,通过实验内容可以实现多任务人员的调度,并表明调度过程中的学习遗忘现象。通过对参数和约束条件的设置,模拟了不同生产类型,并产生人员在不同生产模式下的调度策略。 A model of relationship between staff work efficiency and learning-forgetting effect was established.The software for personnel scheduling was developed on Matlab platform,using genetic algorithm and taking the learning-forgetting effect into consideration.Furthermore,an experiment was designed to carry out the multi-task personnel scheduling and illustrate the learning-forgetting phenomenon in scheduling process.By setting up the parameters and constraints,simulations of different production models were implemented and plans of staff scheduling under different circumstances were generated.
出处 《实验室研究与探索》 CAS 北大核心 2011年第6期55-58,62,共5页 Research and Exploration In Laboratory
关键词 软件开发 人员调度 遗传算法 学习遗忘作用 MATLAB software development staff scheduling genetic algorithm(GA) learning-forgetting effect Matlab
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参考文献16

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