Abstract
This research paper presents the implementation of fuzzy logic system tools with the combination of conventional technique in evaluating the best course of action for directing military vehicles from one designated area to the final destination in quickest way. The difficulty levels between the road network nodes are weather and terrain factors, which are presented on the GIS maps. The accurate performance of the combined technique in decision making will depend on the expert’s knowledge and information supplied at the time of evaluating. The GIS model, fuzzy logic system, parameters considered for weather and terrain condition, vehicle selection, and conventional methodology will be discussed. The area between start and finish will be assumed in the 25 square Kms map area
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References
Jain, L.C. (Editor), Soft Computing Techniques in Knowledge-based Intelligent Engineering Systems, Springer-Verlag, Germany, 1997
Jain, L.C. and De Wilde, P. (Editors), Practical Applications of Computational Intelligence Techniques, Kluwer Academic Publishers, USA, 2001
Jain, L.C. and Martin, N.M. (Editors), Fusion of Neural Networks, Fuzzy Logic and Evolutionary Computing and their Applications, USA, 2001
Lazzerini, B., D. Dumitrescu, Jain, L.C., and Dumitrescu, A. (Editors), Fusion of Neural Networks, Fuzzy Logic and Evolutionary Computing and their Applications, CRC Press USA, 2001
Jain, L.C., Johnson, R. P., Takefuji, Y., and Zadeh, L.A. (Editors), Knowledge-Based Intelligent Techniques in Industry, CRC Press USA, 1998
Owen, H., “Creating Modified Combined Obstacle Overlays Using GIS”, Thesis Report, University of Adelaide, February 2000
Floyd, R. W., “Algorithm 97, Shortest path”, Comm ACM, Vol. 5, pp. 345, 1962
Floyd’s Algorithm — Shortest Paths http://www.cs.panam.edu/meng/Course/CS6356/Notes/master/nodes8.html
Dijkstra, E.W.“A note on two problems in connection with graphs”, Nu-mer. Math. 1, pp. 269–271, 1959
Outline of Class 50: Dijkstra’s Shortest Path Algorithm http://www.math.grin.edu/rebelsky/Courses/CS152/98S/Outlines/outlin
Floyd-Warshall All-Pairs-Shortest-Path Algorithm http://www.Brunel.ac.uk/castjjg/java/shortest path/shortestpath.html
Fuzzy Logic Toolbox, Matlab, Maths Works, Release-12, 1999
Mapinfo Professional GIS software, Mapinfo Corporation, Troy, New York, Aug. 1998
Seymour, L. “Theory and Problems of Data Structures”, Schaum’s Outline Series, Chapter 8, pp. 282–286, 1986
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© 2002 Springer-Verlag Berlin Heidelberg
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Pradhan, A., Jain, L.C., Filippidis, A., Leisch, F. (2002). Fusion of Fuzzy System and Conventional Technique to Evaluate Weather and Terrain Effects on the Vehicle Operations. In: Abraham, A., Köppen, M. (eds) Hybrid Information Systems. Advances in Soft Computing, vol 14. Physica, Heidelberg. https://doi.org/10.1007/978-3-7908-1782-9_15
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DOI: https://doi.org/10.1007/978-3-7908-1782-9_15
Publisher Name: Physica, Heidelberg
Print ISBN: 978-3-7908-1480-4
Online ISBN: 978-3-7908-1782-9
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