VISUALIZATION TOOLS FOR PRESCRIPTIVE ANALYSIS OF A COMPLEX ADAPTIVE SYSTEM MODEL OF PILOT RETENTION

R.R. Hill and M.P. Gaupp

References

  1. [1] J.L. Casti, Complexification: Explaining a paradoxical world through the science of surprise (New York: HarperCollins, 1994).
  2. [2] E. Bonabeau, Predicting the unpredictable, Harvard Business Review, 80(3), 2002, 109–116.
  3. [3] A.G. Brandstein & G.E. Horne, Data farming: A metatechnique for research in the 21st century, in F.G. Hoffman & G.E. Horne (Eds.), Maneuver warfare science 1998 (Quantico, VA: Marine Corps Combat Development Command, 1998).
  4. [4] S. Levy, Artificial life: A report from the frontier where computers meet biology (New York: Vintage, 1992).
  5. [5] C. Reynolds, Boids (Flocks, herds, and schools: A distributed behavioral model), http://hmt.com/cwr/boids.html, accessed August 1998.
  6. [6] M.P. Gaupp & R.R. Hill, Using adaptive agents in Java to simulate U.S. Air Force pilot retention, Proc. 1999 Winter Simulation Conf., Phoenix, AZ, 1999, 1152–1159. doi:10.1145/324898.325022
  7. [7] N.R. Jennings, K. Sycara, & M. Wooldridge, A roadmap of agent research and development, Autonomous Agents and Multi-Agent Systems, 1, 1998, 7–38. doi:10.1023/A:1010090405266
  8. [8] E. Bonabeau, agent-based modeling: Methods and techniques for simulating human systems, PNAS, 99, Supplement 3, 2002, 7280–7287. doi:10.1073/pnas.082080899
  9. [9] J.H. Holland, Hidden order: How adaptation builds complexity (Reading, MA: Addison-Wesley, 1995).
  10. [10] M.P. Gaupp, Pilot Inventory Complex Adaptive System (PICAS): An artificial life approach to managing pilot retention, master’s thesis, GOR/ENS/99M-06, Air Force Institute of Technology, Wright-Patterson Air Force Base, OH, 1999.
  11. [11] R.T. Clemen, Making hard decisions: An introduction to decision analysis, 2nd ed. (Belmont, CA: Duxbury Press, 1996).
  12. [12] C.W. Kirkwood, Strategic decision making: Multiobjective decision analysis with spreadsheets (Belmont, CA: Duxbury Press, 1997).
  13. [13] A. Ilachinski, Irreducible, Semi-Autonomous Adaptive Combat (ISAAC): An artificial-life approach to land combat, Military Operations Research, 5(3), 2000, 29–46.
  14. [14] V.P. Roske, Opening up military analysis: Exploring beyond the boundaries. Phalanx, 35(2), 2002, 1–7, 8.
  15. [15] H.A. Simon, Prediction and prescription in systems modeling. Operations Research, 38, 1990, 7–14.
  16. [16] S.C. Bankes, Exploratory modeling for policy analysis, Operations Research, 41(3), 1993, 435–449.
  17. [17] D.C. Montgomery, Design and analysis of experiments, 5th ed. (New York: Wiley & Sons, 2001).
  18. [18] J.H. Holland, Emergence: From chaos to order (Reading, MA: Addison-Wesley, 1998).

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