Artificial intelligence applications to communication network design with bulk facilities

Authors:
Hong Liu;Aaron Kershenbaum;Richard Van Slyke
Affiliations:
Computer and Information Science Department, University of Massachusetts Dartmouth, North Dartmouth, MA;IBM T.J. Watson Research Center, P.O. Box 218, Yorktown Heights, NY and Center for Advanced Technology in Telecommunications, Polytechnic University, 333 Jay Street, Brooklyn, NY;Center for Advanced Technology in Telecommunications, Polytechnic University, 333 Jay Street, Brooklyn, NY
Venue:
CSC '92 Proceedings of the 1992 ACM annual conference on Communications
Year:
1992

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Abstract

This paper presents a heuristic sytem for a special problem in communication network design with bulk facilities, called the TI problem.We apply AI to this problem. The knowledge acquired from an expert team is represented procedurally. Our work shows the promise of applying AI methodologies in solving network optimization problems.