Paper Title :The Optimal Choice of Threshold Value for Taguchi Continuous-Digital Dynamic System

Author :Ful-Chiang Wu, Thomas C. Chuang, Ya-Chi Lee

Article Citation :Ful-Chiang Wu ,Thomas C. Chuang ,Ya-Chi Lee , (2019 ) " The Optimal Choice of Threshold Value for Taguchi Continuous-Digital Dynamic System " , International Journal of Management and Applied Science (IJMAS) , pp. 10-14, Volume-5,Issue-6

Abstract : The continuous-digital dynamic system defined by Taguchi are problems in which the input signals are continuous and the output responses are discrete (digital) with two misclassification probabilities. For example, a temperature control circuit provides a way of setting the target temperature. It compares the sensed temperature with the target temperature and makes a decision about turning the heater ON or OFF. For this purpose, a threshold value is required to discriminate or classify output responses into two categories: “ON” and “OFF”, or “accuracy” and “inaccuracy”. Taguchi recommended calculating the equalized error rates based on the two errors with the same loss coefficient to achieve robust design when the probability distributions of output responses are unknown. The paper proposes a general approach to inferential estimation of the optimal threshold value by using the interval exponential regression to deal with unequal variances in the Normal distributions model for the continuous-digital dynamic system based on the decision costs and accuracy. The paper also presents a simulation study performed in order to assess the performance of the proposed estimators. The maximum error of optimal threshold value is 0.005 compared with actual threshold value. Keywords- Continuous-Digital Dynamic System, Threshold Value, Robust Design, Interval Exponential Regression.

Type : Research paper

Published : Volume-5,Issue-6

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