ML Anthology

Discovering Time Differential Law Equations Containing Hidden State Variables and Chaotic Dynamics

Takashi Washio, Fuminori Adachi, Hiroshi Motoda
IJCAI 2005 pp. 1642-1644
/ijcai/2005/washio2005ijcai-discovering/

Abstract

This paper proposes a novel approach to discover simultaneous time differential law equations having high plausibility to represent first principles underlying objective processes. The approach has the power to identify law equations containing hidden state variables and/or representing chaotic dynamics without using any detailed domain knowledge. 1

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Text

Washio et al. "Discovering Time Differential Law Equations Containing Hidden State Variables and Chaotic Dynamics." International Joint Conference on Artificial Intelligence, 2005.

Markdown

[Washio et al. "Discovering Time Differential Law Equations Containing Hidden State Variables and Chaotic Dynamics." International Joint Conference on Artificial Intelligence, 2005.](https://mlanthology.org/ijcai/2005/washio2005ijcai-discovering/)

BibTeX

@inproceedings{washio2005ijcai-discovering,
  title     = {{Discovering Time Differential Law Equations Containing Hidden State Variables and Chaotic Dynamics}},
  author    = {Washio, Takashi and Adachi, Fuminori and Motoda, Hiroshi},
  booktitle = {International Joint Conference on Artificial Intelligence},
  year      = {2005},
  pages     = {1642-1644},
  url       = {https://mlanthology.org/ijcai/2005/washio2005ijcai-discovering/}
}