IDA-NET: an intelligent decision aid for battlefield communications network configuration

The authors discuss the development of a research prototype expert module called the intelligent decision aid network expert module (IDA-NET). In IDA-NET, a two-phase genetic algorithm approach is used to provide an intelligent mobile subscriber equipment (MSE) network configuration. MSE provides communications support for a typical five-division corps in an area of up to 15,000 square miles. Based on the predefined mission requirements, IDA-NET determines which components are needed to support the mission, how many of each component type is needed, and the locations where the backbone components should be placed in the battlefield to support the communications customers. The approach to developing the network expert module is given, and recent successful network configuration results are outlined.<<ETX>>

[1]  W. Potter,et al.  A comparison of methods for diagnostic decision making , 1990 .

[2]  Letizia Tanca,et al.  Expert design of local area networks , 1990, IEEE Expert.

[3]  John H. Holland,et al.  Adaptation in Natural and Artificial Systems: An Introductory Analysis with Applications to Biology, Control, and Artificial Intelligence , 1992 .

[4]  R.N. Cronk,et al.  Rule-based expert systems for network management and operations: an introduction , 1988, IEEE Network.

[5]  Sanjay Mittal,et al.  Towards a Generic Model of Configuraton Tasks , 1989, IJCAI.

[6]  B. Chandrasekaran,et al.  Models versus rules, deep versus compiled content versus form: some distinctions in knowledge systems research , 1991, IEEE Expert.

[7]  D. E. Goldberg,et al.  Genetic Algorithm in Search , 1989 .

[8]  John P. McDermott,et al.  R1 Revisited: Four Years in the Trenches , 1984, AI Mag..

[9]  John P. McDermott,et al.  R1: The Formative Years , 1981, AI Mag..

[10]  P. Sen,et al.  Rule-based network design: application to packet radio networks , 1989, IEEE Network.

[11]  Dirk Van Gucht,et al.  The effects of population size, heuristic crossover and local improvement on a genetic algorithm for the traveling salesman problem , 1989 .

[12]  Lawrence. Davis,et al.  Handbook Of Genetic Algorithms , 1990 .

[13]  H. Van Dyke Parunak,et al.  MAPCon: an expert system to configure communications networks , 1989, [1989] Proceedings. The Fifth Conference on Artificial Intelligence Applications.

[14]  Lindsay Hiebert AI and network planning , 1988 .

[15]  Gunar E. Liepins,et al.  Genetic Algorithms Applications to Set Covering and Traveling Salesman Problems , 1990 .