Title | Towards the definition of fuzzy measures for fuzzy systems |

Publication Type | Conference Paper |

Year of Publication | 2004 |

Authors | Torra V [1], Narukawa Y [2] |

Editor | B. Baets etal. [3] |

Conference Name | Current issues in data and knoledge engineering. Proceedings of EUROFUSE 2004 |

Publisher | Akademicka oficyna wydawnicza EXIT |

Number | 8th |

Pagination | 541-548 |

Abstract | Standard (one stage or at) fuzzy inference systems compute an output value applying all the rules at once to a set of input values, and then combining the results obtained by all the rules. However, in such approach independence on the rules play a central role. In this paper we point out the di_culties of building such systems when rules are not independent and, then, we propose an approach based on the Sugeno integral to solve the problem. Keywords: Fuzzy inference systems, fuzzy rules, Sugeno integral. |