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Alternative TitleResearch on Semiconductor Scheduling Based on Multiway Trees Random Forest
Source Publication电子器件
Contribution Rank1
Funding Organization辽宁省科技攻关项目; 辽宁省自然科学基金项目
Keyword半导体排产 特征信息 数据分类 随机森林 改机
Other AbstractIn order to address the daily coarse release control problem in semiconductor scheduling,a novel release control algorithm based on multiway trees random forest is proposed. Firstly, taking weekly scheduling as input, the data classification are done by using random forest algorithm. According to the breed names, production capacity, the date of delivery,and classification, the feature information of semiconductor scheduling can be gotten. The results of data classification are achieved by the feature information. Secondly,according to the results of data classification and the time of change machine, the daily production capacity and production breeds can be estimated. Finally,by applying proven, the feasibility of the proposed algorithm can be proved. The experimental results show that proposed algorithm has a availability and superiority,and the time of change machine can be reduced drastically.
Document Type期刊论文
Recommended Citation
GB/T 7714
王玉. 基于多叉树随机森林的半导体排产研究[J]. 电子器件,2014,37(5):381-384.
APA 王玉.(2014).基于多叉树随机森林的半导体排产研究.电子器件,37(5),381-384.
MLA 王玉."基于多叉树随机森林的半导体排产研究".电子器件 37.5(2014):381-384.
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