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Issue No.05 - September/October (2007 vol.22)
pp: 79-83
Gary Klein , Klein Associates Division of ARA
This is the first of two essays about planning and execution with ill-defined and conflicting goals. Intelligent-systems researchers have wrestled with the difficulties posed by ill-defined goals, and one objective of these essays is to disseminate their insights to planners and project managers who don't appreciate these difficulties. A second objective is to encourage computer scientists to expand their efforts regarding mixed-initiative systems to support planning and execution with ill-defined goals.
flexecution, planning, replanning, ill-defined goals
Gary Klein, "Flexecution as a Paradigm for Replanning, Part 1", IEEE Intelligent Systems, vol.22, no. 5, pp. 79-83, September/October 2007, doi:10.1109/MIS.2007.86
1. M. Ghallab, D. Nau, and P. Traverso, Automated Planning: Theory and Practice, Elsevier, 2004.
2. J. Allen, J. Hendler, and A. Tate, eds., Readings in Planning, Morgan Kaufmann, 1990.
3. F. Bacchus, "AIPS'00 Planning Competition: 5th Int'l Conf. Artificial Intelligence Planning and Scheduling Systems," AI Magazine, Fall 2001, pp. 47–56.
4. D.S. Weld, "Recent Advances in AI Planning," AI Magazine, Summer 1999, pp. 93–123.
5. Y. Gil, "Description Logics and Planning," AI Magazine, Summer 2005, pp. 73–84.
6. J. Hendler, A. Tate, and M Drummond, "AI Planning: Systems and Techniques," AI Magazine, Summer 1990, pp. 61–77.
7. D.E. Wilkins and M. desJardins, "A Call for Knowledge-Based Planning," AI Magazine, Spring 2001, pp. 99–115.
8. M.E. desJardins et al., "A Survey of Research on Distributed, Continual Planning," AI Magazine, Winter 1999, pp. 13–22.
9. J.L. Bressina and P.H. Morris, "Mixed-Initiative Planning in Space Mission Operations," AI Magazine, Summer 2007, pp. 75–88.
10. G. Ferguson and J. Allen, "TRIPS: An Intelligent, Integrated Problem Solving Assistant," Proc. 15th Nat'l Conf. Artificial Intelligence (AAAI 98), AAAI Press, 1998, pp. 567–573.
11. H.A. Simon, "The Structure of Ill-Structured Problems," Artificial Intelligence, vol. 4, no. 3, 1973, pp. 181–201.
12. W.R. Reitman, Cognition and Thought, John Wiley &Sons, 1965.
13. H. Rittel and M. Webber, "Dilemmas in a General Theory of Planning," Policy Sciences, vol. 4, 1973, pp. 155–169.
14. H.W.J. Rittel and M.M. Webber, "Planning Problems Are Wicked Problems," Developments in Design Methodology, N. Cross, ed., John Wiley &Sons, 1984, pp. 135–144.
15. G. Klein, The Power of Intuition, Doubleday, 2004.
16. L. Suchman, Plans and Situated Actions, Cambridge Univ. Press, 1987, pp. 178, 186, 188.
17. M.T. Cox and C. Zhang, "Mixed-Initiative Goal Manipulation," AI Magazine, Summer 2007, pp. 62–73.
18. H. Mintzberg, The Rise and Fall of Strategic Planning: Reconceiving Roles for Planning, Plans, Planners, Free Press, 1994.
19. P. Carlshamre, "Release Planning in Market-Driven Software Product Development: Provoking an Understanding," Requirements Eng., vol. 7, no. 3, 2002, pp. 139–151.
20. R.R. Hoffman and L.G. Shattuck, "Should We Rethink How We Do OPORDs?" Military Rev., Mar./Apr. 2006, pp. 100–107.
21. G.A. Klein and J. Weitzenfeld, "Improvement of Skills for Solving Ill-Defined Problems," Educational Psychologist, vol. 13, 1978, pp. 31–41.
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