Bounded Forgetting

Abstract

The result of forgetting some predicates in a first-order sentence may not exist in the sense that it might not be captured by any first-order sentences. This, indeed, severely restricts the usage of forgetting in applications. To address this issue, we propose a notion called $k$-forgetting, also called bounded forgetting in general, for any fixed number $k$. We present several equivalent characterizations of bounded forgetting and show that the result of bounded forgetting, on one hand, can always be captured by a single first-order sentence, and on the other hand, preserves the information that we are concerned with.

Cite

Text

Zhou and Zhang. "Bounded Forgetting." AAAI Conference on Artificial Intelligence, 2011. doi:10.1609/AAAI.V25I1.7842

Markdown

[Zhou and Zhang. "Bounded Forgetting." AAAI Conference on Artificial Intelligence, 2011.](https://mlanthology.org/aaai/2011/zhou2011aaai-bounded/) doi:10.1609/AAAI.V25I1.7842

BibTeX

@inproceedings{zhou2011aaai-bounded,
  title     = {{Bounded Forgetting}},
  author    = {Zhou, Yi and Zhang, Yan},
  booktitle = {AAAI Conference on Artificial Intelligence},
  year      = {2011},
  pages     = {280-285},
  doi       = {10.1609/AAAI.V25I1.7842},
  url       = {https://mlanthology.org/aaai/2011/zhou2011aaai-bounded/}
}