Integrating AI and OR: An industrial engineering perspective

Ozkarahan I., Topaloglu S., Araz C., BİLGEN B., SELİM H.

3rd International Conference on Advances in Information Systems, ADVIS 2004, İzmir, Türkiye, 20 - 22 Ekim 2004, ss.499-511 identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Cilt numarası:
  • Doi Numarası: 10.1007/978-3-540-30198-1_51
  • Basıldığı Şehir: İzmir
  • Basıldığı Ülke: Türkiye
  • Sayfa Sayıları: ss.499-511
  • Dokuz Eylül Üniversitesi Adresli: Evet

Özet

© Springer-Verlag Berlin Heidelberg 2004.Many researchers have spent significant effort in developing techniques for solving hard combinatorial optimization problems. We see that both the Operations Research (OR) and the Artificial Intelligence (AI) communities are interested in solving these types of problems. OR focuses on tractable representations, such as linear programming whereas AI techniques provide richer and more flexible representations of real world problems. In this paper, we attempt to demonstrate the impressive impact of OR and AI integration. First we discuss opportunities for integration of OR and AI. Then three applications are presented to demonstrate how OR and AI are integrated.