## 抄録

According to recent knowledge of brain science, it is suggested that there exists functions distribution, which means that specific parts exist in the brain for realizing specific functions. This paper introduces a new brain-like model called Learning Petri Network (LPN) that has the capability of functions distribution and learning. The idea is to use Petri net to realize the functions distribution and to incorporate the learning and representing ability of neural network into the Petri net. The obtained LPN can be used in the same way as a neural network to model and control dynamic systems, while it is distinctive to a neural network in that it has the capability of functions distribution. An application of the LPN to nonlinear crane control systems is discussed. It is shown via numerical simulations that the proposed LPN controller has superior performance to the commonly-used neural network one.

本文言語 | English |
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ページ（範囲） | 781-789 |

ページ数 | 9 |

ジャーナル | IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics |

巻 | 28 |

号 | 6 |

DOI | |

出版ステータス | Published - 1998 |

外部発表 | はい |

## ASJC Scopus subject areas

- 制御およびシステム工学
- ソフトウェア
- 情報システム
- 人間とコンピュータの相互作用
- コンピュータ サイエンスの応用
- 電子工学および電気工学