Títol | Dealing with covering problems in fuzzy rule systems by similarity-based extrapolation |

Publication Type | Conference Paper |

Year of Publication | 2002 |

Authors | Godo L [1], Sandri S [2] |

Conference Name | Proceedings of 11th. IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2002) |

Editor | IEEE |

Paginació | 723-728 |

Resum | In the present paper we propose a solution for overcoming possible lacks of covering of the input space in fuzzy rule bases. Our approach is based on similarity-based reasoning and considers a kind of extrapolative inference rule which enlarges the range of applicability of a fuzzy rule by replacing conditions in the premise of the form "X is A" by "X is approximately_A", where approximately_A is the image of A by a suitable fuzzy similarity relation. |