Choice of experiments and analysis of approximation accuracy in aTagaki-Sugeno fuzzy system

摘要

We are concerned with two important points in identification offuzzy systems, namely choosing training data for optimal coverage ofinput space and establishing approximation error bounds. We present amethod to determine a good distribution of experimental data and weestablish in this case approximation bound errors