Key training items search of manufacturing assessment based on TTQS and GA-SVM

Abstract

In Taiwan, the Government designed a system called Taiwan Train Quali System (TTQS), which helps the enterprises to build up a quality control and training system for strengthening their competition and rising up the performance. In order to help the enterprises to focus on the important assessment items, there were some researchers using the GA-SVM algorithm to find the key training items of TTQS for the business growth. However, those researches were only for the analysis result of all industries, also they were not have further consideration about the characteristics of the individual industry and the classification according as the turnover growth rates, which can not directly relate to the assessment result of TTQS. Thus, the proposed paper amended the analysis based on the TTQS assessment scores and also further aimed at the key training items of manufacturing, which decreases money wasting and speed up the efficiency training. According to the experimental results, the manufacturers should focuses on the training plan and its purpose, the training monitor and performance must be caution as well, to helping the enterprises can choose their priority items to modify by their industry characteristics. © 2013 Asian Network for Scientific Information.