{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,21]],"date-time":"2025-10-21T14:57:18Z","timestamp":1761058638120,"version":"3.38.0"},"reference-count":31,"publisher":"SAGE Publications","issue":"6","license":[{"start":{"date-parts":[[1986,12,1]],"date-time":"1986-12-01T00:00:00Z","timestamp":533779200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/journals.sagepub.com\/page\/policies\/text-and-data-mining-license"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["SIMULATION"],"published-print":{"date-parts":[[1986,12]]},"abstract":"<jats:p> In the increasingly complex world of modern management deci sion making, the availability of sophisticated, but at the same time user-friendly, decision-support systems has become crucial. Business simulation and corporate models are already widely used as management planning tools and relatively user-friendly software is commercially available. However, one area that has been neglected is the interpretation of the highly complex sim ulation results, which often can only be done by experts. How ever, an expert system can be used to analyze the simulation results, draw inferences and issue recommendations, making the advantages of simulation fully available to non-expert users. <\/jats:p>","DOI":"10.1177\/003754978604700601","type":"journal-article","created":{"date-parts":[[2007,3,5]],"date-time":"2007-03-05T01:53:41Z","timestamp":1173059621000},"page":"223-229","source":"Crossref","is-referenced-by-count":35,"title":["Integration of artificial intelligence and simulation in a comprehensive decision-support system"],"prefix":"10.1177","volume":"47","author":[{"given":"Jorge G.","family":"Moser","sequence":"first","affiliation":[{"name":"Department of Information and Decision Sciences James Madison University Harrisonburg, Virginia 22807"}]}],"member":"179","published-online":{"date-parts":[[1986,12,1]]},"reference":[{"key":"atypb1","unstructured":"Aggarwal, R. 'A simulation model for managing foreign exchange in a multinational company .\" In Simulation in Business Planning and Decision Making (T. H. Naylor, ed.). Simulation Proceedings Series, The Society for Computer Simulation , San Diego, Calif. (1981), 49-57."},{"volume-title":"Financial Management","year":"1982","author":"Brigham, E.","key":"atypb2"},{"volume-title":"Artificial Intelligence","year":"1978","author":"Bundy, A.","key":"atypb3"},{"key":"atypb4","doi-asserted-by":"publisher","DOI":"10.1177\/003754978203800402"},{"key":"atypb5","unstructured":"Cox, J.F. and Adams, F.P. \"Manufacturing resource planning: an integrated decision-support system .\" In Simulation in Business Planning and Decision Making (T. H. Naylor, ed.) Simulation Proceedings Series, The Society for Computer Simulation, San Diego, Calif. (1981), 1-7."},{"volume-title":"Knowledge-based systems in Artificial Inteligence","year":"1982","author":"Davis, R.","key":"atypb6"},{"volume-title":"IFPS User's Manual","year":"1983","author":"Execucom Corporation","key":"atypb7"},{"volume-title":"The Fifth Generation","year":"1983","author":"Feigenbaum, E.","key":"atypb8"},{"volume-title":"Industrial Dynamics","year":"1961","author":"Forrester, J.W.","key":"atypb9"},{"volume-title":"Expert Systems \u2014 Artificial Intelligence in Business","year":"1985","author":"Harmon, P.","key":"atypb10"},{"volume-title":"Building Expert Systems","year":"1983","author":"Hayes-Roth, F.","key":"atypb11"},{"volume-title":"Numerische Mathematik fuer Ingenieure (Numerical Mathematics for Engineers)","year":"1978","author":"Jordan, G.","key":"atypb12"},{"key":"atypb13","unstructured":"Kudla, R.J. and Morehardt, T.B. 'A simulation model for operating leverage and financial leverage.\" In Simulation in Business Planning and Decision Making (T. H. Naylor, ed.). Simulation Proceedings Series, The Society for Computer Simulation, San Diego, Calif. (1981, 21-31."},{"key":"atypb14","unstructured":"Maani, K.E. 'Analysis of production facilities \u2014 a network simulation approach.\" In Simulation in Business Planning and Decision Making (T. H. Naylor, ed.). Simulation Proceedings Series, The Society for Computer Simulation, San Diego, Calif. (1981), 21-31."},{"volume-title":"Corporate Planning and Modeling with SIMPLAN","year":"1978","author":"Mayo, R.B.","key":"atypb15"},{"key":"atypb16","unstructured":"McCann, J.M. and Reibstein, D.J. \"Incorporating marketing into corporate planning models.\" In Simulation in Business Planning and Decision Making ( T. H. Naylor, ed.). Simulation Proceedings series, The Society for Computer Simulation, San Diego, Calif. (1981), 89-98."},{"volume-title":"Corporate Financial Planning Models","year":"1977","author":"Meyer, H.I.","key":"atypb17"},{"key":"atypb18","unstructured":"Monypenny, R. 'A decision support system for planning the timing of capital investment.\" In Simulation in Business Planning and Decision Making (T. H. Naylor, ed.). Simulation Proceedings Series, The Society for Computer Simulation, San Diego, Calif. 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