AI Planning Versus Manufacturing-Operation Planning: A Case Study

Nau, Dana S.; Gupta, Satyandra K.; Regli, William C.

AI Planning Versus Manufacturing-Operation Planning: A Case Study

Dana S. Nau, Satyandra K. Gupta, William C. Regli

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Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence. Planning. Pages 1670-1675.

Abstract

Although AI planning techniques can potentially be useful in several manufacturing domains, this potential remains largely unrealized. In order to adapt AI planning techniques to manufacturing, it is important to develop more realistic and robust ways to address issues important to manufacturing engineers. Furthermore, by investigating such issues, AI researchers may be able to discover principles that are relevant for AI planning in general. As an example, in this paper we describe the techniques for manufacturing-operation planning used in IMACS (Interactive Manufacturability Analysis and Critiquing System), and compare and contrast them with the techniques used in classical AI planning systems. We describe how one of IMACS's planning techniques may be useful for AI planning in general-and as an exa mple, we describe how it helps to explain a puzzling complexity result in AI planning.

Dana S. Nau, Satyandra K. Gupta, and William C. Regli. 1995. AI Planning Versus Manufacturing-Operation Planning: A Case Study. In Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence, IJCAI-95. IJCAI, 1670–1675. https://ijcai.org/proceedings/1995/215

@inproceedings{ijcai1995p215,
  title     = {AI Planning Versus Manufacturing-Operation Planning: A Case Study},
  author    = {Nau, Dana S. and Gupta, Satyandra K. and Regli, William C.},
  booktitle = {Proceedings of the Fourteenth International Joint Conference on
               Artificial Intelligence, {IJCAI-95}},
  publisher = {International Joint Conferences on Artificial Intelligence},
  editor    = {Chris S. Mellish},
  pages     = {1670--1675},
  year      = {1995},
  note      = {Planning},
  url       = {https://ijcai.org/proceedings/1995/215},
}

TY  - CPAPER
TI  - AI Planning Versus Manufacturing-Operation Planning: A Case Study
AU  - Nau, Dana S.
AU  - Gupta, Satyandra K.
AU  - Regli, William C.
T2  - Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence, IJCAI-95
PB  - International Joint Conferences on Artificial Intelligence
PY  - 1995
SP  - 1670
EP  - 1675
UR  - https://ijcai.org/proceedings/1995/215
ER  -