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| Building up Multi－Layered Perceptrons as Classifier System for Decision Support | |
| 摘 要： | ＢｕｉｌｄｉｎｇｕｐＭｕｌｔｉ－ＬａｙｅｒｅｄＰｅｒｃｅｐｔｒｏｎｓａｓＣｌａｓｓｉｆｉｅｒＳｙｓｔｅｍｆｏｒＤｅｃｉｓｉｏｎＳｕｐｐｏｒｔ￥ＣａｔＪｕｎ，ＺｈａｉＦａｎ＆ＦｅｎｇＳｈａｎ（Ｉｎｓｔ．ｏｆＳｙｓ．Ｅｎｇ．，ＨｕａｚｈｏｎｇＵｎｉｖｅｒ... |
Building up Multi-Layered Perceptrons as Classifier System for Decision Support |
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| Abstract: | This paper focuses on some application issues in m.multi-layered perceptrons researches. The following problem areas are discussed: (1) the classification capability of multi-layered perceptrons; (2) theself-configuration algorithm for facilitating the design of the neural nets' structure;and,finally (3) the application of the fast BP algorithm to speed up the learning procedure. Some experimental results with respect to the application of multi-layered perceptrons as classifier systems in the comprehensive evaluation of Chinese large cities are presented. |
| Keywords: | Multi-layered perceptron Decision support system Classification ability Self-configuration Comprehensive evaluation. |