ML Anthology

Human-Guided Tabu Search

Gunnar W. Klau, Neal Lesh, Joe Marks, Michael Mitzenmacher
AAAI 2002 pp. 41-47
doi:10.5555/777092.777102 /aaai/2002/klau2002aaai-human/

Abstract

We present a human-guidable and general tabu search algorithm. Our work expands on previous interactive optimization techniques that provide for substantial human control over a simple, exhaustive search algorithm. User experiments in four domains confirm that human guidance can improve the performance of tabu search and that people obtain superior results by guiding a tabu algorithm than by guiding an exhaustive algorithm.

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Cite

Text

Klau et al. "Human-Guided Tabu Search." AAAI Conference on Artificial Intelligence, 2002. doi:10.5555/777092.777102

Markdown

[Klau et al. "Human-Guided Tabu Search." AAAI Conference on Artificial Intelligence, 2002.](https://mlanthology.org/aaai/2002/klau2002aaai-human/) doi:10.5555/777092.777102

BibTeX

@inproceedings{klau2002aaai-human,
  title     = {{Human-Guided Tabu Search}},
  author    = {Klau, Gunnar W. and Lesh, Neal and Marks, Joe and Mitzenmacher, Michael},
  booktitle = {AAAI Conference on Artificial Intelligence},
  year      = {2002},
  pages     = {41-47},
  doi       = {10.5555/777092.777102},
  url       = {https://mlanthology.org/aaai/2002/klau2002aaai-human/}
}