Abstract
Modeling involves a series of stages, from the initial concept or abstraction to potential use in industry, or some form of colleague or student exposure - a variety of processes and users. Modeling also implies a number of modeling paradigms - from optimization to simulations. A modeling environment supports the modeling life cycle and "general" modeling, not just one technique such as linear programming. We describe an information systems approach to the design of an integrated modeling environment - OMAC. The design requirements, system's architecture, and modeling capability of the OMAC modeling environment are discussed.
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References
A.A. Angehrn, Modeling by example: A link between users, models, and methods in decision support systems, European Journal of Operational Research 55(1991)296–308.
A.A. Angehrn, Computers that criticize you: Stimulus-based decision support systems, Interfaces 23(1993)3–16.
B. Beizer, The Frozen Keyboard — Living With Bad Software, Tab Professional and Reference Books, Blue Ridge Summit, PA, 1986.
I. Benbasat and P. Todd, An experimental investigation of interface design alternatives: Icon vs. text and direct manipulation vs. menus, Intl. Journal of Man-Machine Studies 38(1993)369–402
A. Bharadwaj, J. Choobineh, A. Lo and B. Shetty, Model management systems: a survey, Annals of Operations Research 38(1992)17–67.
H.K. Bhargava, R. Krishnan and S. Mukherjee, On the integration of data and mathematical programming languages, Annals of Operations Research 38(1992)69–95.
J.M. Binnie and D.L. Martin, The role of animation in decision-making, Proceedings of the 1988 Winter Simulation Conference, M. Abrams, P. Haigh and J. Comfort, eds., San Diego, 1988, pp. 272–276.
G. Bonczek, C.W. Holsapple and A.B. Whinston, Foundations of Decision Support Systems, Academic Press, New York, 1981.
Q.B. Chung and R.M. O'Keefe, A formal analysis of the model management literature, Annals of Operations Research 38(1992)137–176.
Y. Dallery, R. David and X.-L. Xie, An efficient algorithm for analysis of transfer lines with unreliable machines and finite buffers, IIE Transaction 19(1988)150–159.
D.R. Dolk, A generalized model management system for mathematical programming, ACM Trans. on Mathematical Software 12(1986)92–126.
D.R. Dolk, An introduction to model integration and integrated modeling environments, Decision Support Systems 10(1993)249–254.
R.E. Eberts, User Interface Design, Prentice-Hall, NJ, 1994.
N.M. Fraser, Lessons from the marketplace, Interfaces 24(1994)100–106.
J. Gallop, Underlying data models and structures for visualization, in: Scientific Visualization, Advances and Challenges, L. Rosenblum et al. eds., Academic Press, London, 1994, pp. 239–250.
A.M. Geoffrion, An introduction to structured modeling, Management Science 33(1987)547–588.
A.M. Geoffrion, Computer-based modeling environments, European Journal of Operational Research 41(1989)33–43.
S.B. Gershwin, An efficient decomposition algorithm for approximate evaluation of tandem queues with finite storage space and blocking, Operations Research 37(1987)291–305.
N. Gershon, From perception to visualization, in: Scientific Visualization, Advances and Challenges, L. Rosenblum et al., eds., Academic Press, London, 1994, pp. 129–139.
H.J. Greenberg and F.H. Murphy, A comparison of mathematical programming modeling systems, Annals of Operations Research 38(1992)177–238.
E. Greenfield, Authoring systems focus on new structure and users, Technical Horizons in Education Journal (August 1990)7–16.
Harvard Business School, National Cranberry Cooperative (Abridged), Harvard Business School, 9-688-122, revised 6/24/91, 1988.
A.C. Hax and H.C. Meal, Hierarchical integration of production planning and scheduling, in: TIMS Studies in Management Science, Vol. 1, Logistics, M. Geisler, ed., North-Holland, New York, 1975.
M.H. Hosny, A taxonomy, data representation, and formal language for operations research models, Ph.D. Dissertation, University of Waterloo, 1978.
C.V. Jones, An integrated modeling environment based on attributed graphs and graph-grammars, Decision Support Systems 10(1993)255–275.
C.V. Jones, Visualization and optimization, ORSA Journal on Computing 6(1994)221–257.
W.C. Jordan and S.C. Graves, Principles on the benefits of manufacturing flexibility, Management Science (41(1995)577–594.
J. Keiper and T. Wickham-Jones, Designing tools for visualization and optimization, ORSA Journal on Computing 6(1994)273–277.
J.S. Lee, M. Guignard and C.V. Jones, Variations in model formulations, Annals of Operations Research 38(1992)325–357.
K.N. McKay, T.E. Morton and P. Ramnath, Attraction and Aversion in Production Scheduling, TIMS/ORSA, Boston, 1994.
K.N. McKay, M1 Reference Manual, Dynasty Computing Inc., Waterloo, Ont., 1981.
J.B. Moore, M1 Guide For Operations Management, Dynasty Computing Inc., Waterloo, Ont., 1981.
B.A. Myers, Demonstrational interfaces: A step beyond direct manipulation, Computer 25(1992) 61–73.
L.A. Neustadter, A. Geoffrion, S. Maturana, T. Tsai and F. Vicuña, The design and implementation of a prototype structured modeling environment, Annals of Operations Research 38(1992)453–484.
D.A. Norman, Cognitive engineering, in: User Centered System Design, D.A. Norman and S.W. Draper, eds., Lawrence Erlbaum Associates, NJ, 1986, pp., 31–61.
J. Preece, Y. Rogers, H. Sharp, D. Benyon, S. Holland and T. Carey, Human-Computer Interaction, Addison-Wesley, Wokingham, England, 1994.
S. Rathnam and M.V. Mannino, Tools for building the human-computer-interface of a decision support system, Decision Support Systems 13(1995)35–59.
J. Rasmussen, The role of hierarchical knowledge representation in decision making and systems management, IEEE Trans. on Systems, Man and Cybernetics SMC-15(1985)234–243.
R. Rubinstein and H. Hersh, The Human Factor — Designing Computer Systems For People, Digital Press, 1984.
B. Shneiderman, Direct manipulation: A step beyond programming languages, Computer 16(1983) 57–69.
K.F. Simpson, In-process inventories, Operations Research 6(1958)863–873.
J.J. Swain, Flexible tools for modeling, OR/MS Today 20(1993)62–78.
E.R. Tufte, The Visual Display of Quantitative Information, Graphics Press, Cheshire, CT, 1983.
A. Vazsonyi, Where we ought to be going: The potential of spreadsheets, Interfaces 23(1993) 26–39.
R.F. Vernon, What really happens to complementary textbook software? A case study in software utilization, Journal of Computer-Based Instruction 20(1993)35–38.
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McKay, K.N., Kletter, D.B. & Graves, S.C. OMAC: An environment for modeling and analysis. Annals of Operations Research 72, 241–264 (1997). https://doi.org/10.1023/A:1018900421933
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DOI: https://doi.org/10.1023/A:1018900421933