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1994, vol. 4, br. 2, str. 223-232
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Testing and validation of an expert system for advising on spares for maintenance purposes
(naslov ne postoji na srpskom)
aUniverzitet u Beogradu, Saobraćajni fakultet
bUniverzitet u Beogradu, Institut 'Mihajlo Pupin'
Sažetak
(ne postoji na srpskom)
The aim of the paper is to present the results of testing and validation of a fuzzy expert system, SPARTA II, for advising on spare parts for maintenance of electrical and electromechanical systems. The expert system was examined within a wide-ranging series of tests, which include both precise and vague (fuzzy) data. A conclusion is derived that SPARTA II generates good lists of spare parts stock levels for missions specified by a fixed duration and for infinite time horizon tasks.
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Reference
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Graham, I., Jones, P.L. (1988) Expert systems, knowledge, uncertainty and decision. London, itd: Chapman and Hall
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Hall, L.O., Friedman, M., Kandel, A. (1988) On the validation and testing of fuzzy expert system. IEEE Transactions on Systems Man and Cybernetics, 18, novembar-decembar, str. 1023-1027
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Hayes-Roth, F., Waterman, D.A., Lenat, D.B., ur. (1983) Building expert systems. Reading, MA, itd: Addison-Wesley
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Petrović, D., Petrović, R.I. (1990) SPARTA II: Further development in an expert system for advising on stocks of spare parts. u: Bradley H.E. [ur.] Operational Research '90: Selected papers from the Twelfth IFORS International Conference on Operational Research, Athens, Greece, 25-29 June, Heidelberg-Wien, itd: Physica Verlag, str. 617-628
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