Planning, Execution, and Assessment of Effects-Based Operations (EBO)

Abstract : This is the final technical report of the contract entitled "Planning, Execution, and Assessment of Effects Based Operations" that was conducted by George Mason University between 1 May 2001 and 30 September 2005. The overall objective of the effort was to enhance and use a suite of modeling and simulation tools called Computer Aided Evaluation of System Architectures (CAESAR II/EB) to support the warfighter when planning, executing, and assessing Effects-Based Operations (EBO). At the completion of the effort, an integrated EBO tool suite called Pythia had been developed and tested. The tool operates in a single Windows-based environment. It allows analysts to develop and analyze EBO courses of action by creating Timed Influenced Nets that relate potential actions of an overall course of action (COA) to desired and undesired effects. This report documents the EBO concept that was used to develop Pythia, describes the tools, technologies and techniques that support that concept, and documents the key technical feature of Pythia.

[1]  Sajjad Haider,et al.  On Temporal Analysis of Timed Influence Nets Using Point Graphs , 2005, FLAIRS Conference.

[2]  M. Theunissen The other , 1984 .

[3]  Richard E. Neapolitan,et al.  Learning Bayesian networks , 2007, KDD '07.

[4]  Bo Lindstrom,et al.  EQUIVALENT COLOURED PETRI NET MODELS OF A CLASS OF TIMED INFLUENCE NETS WITH LOGIC , 2001 .

[5]  Wayne L. Smith,et al.  Influence Net Modeling with Causal Strengths: An Evolutionary Approach , 1996 .

[6]  Michael I. Jordan,et al.  Loopy Belief Propagation for Approximate Inference: An Empirical Study , 1999, UAI.

[7]  Alexander H. Levis,et al.  Modeling effects-based operations in support of war games , 2001, SPIE Defense + Commercial Sensing.

[8]  John Mark Agosta "Conditional Inter-Causally Independent" Node Distributions, a Property of "Noisy-OR" Models , 1994, UAI.

[9]  Alexander H. Levis,et al.  TEMPER: a temporal programmer for time-sensitive control of discrete event systems , 2001, IEEE Trans. Syst. Man Cybern. Part A.

[10]  Marek J. Druzdzel,et al.  Intercausal Reasoning with Uninstantiated Ancestor Nodes , 1993, UAI.

[11]  Sajjad Haider,et al.  A heuristic approach for best sets of actions determination in influence nets , 2004, Proceedings of the 2004 IEEE International Conference on Information Reuse and Integration, 2004. IRI 2004..

[12]  Alexander H. Levis,et al.  On finding effective courses of action in dynamic uncertain situations , 2006 .

[13]  Alexander H. Levis,et al.  Modeling Support of Effects-Based Operations in War Games , 2002 .

[14]  Judea Pearl,et al.  Probabilistic reasoning in intelligent systems , 1988 .

[15]  Alexander H. Levis,et al.  Creating executable models of influence nets with colored Petri nets , 1998, International Journal on Software Tools for Technology Transfer.

[16]  Brendan J. Frey,et al.  Iterative Decoding of Compound Codes by Probability Propagation in Graphical Models , 1998, IEEE J. Sel. Areas Commun..

[17]  Sajjad Haider,et al.  On Finding Effective Courses of Action in a Complex Situation Using Evolutionary Algorithms , 2005 .

[18]  John F. Lemmer,et al.  Recursive noisy OR - a rule for estimating complex probabilistic interactions , 2004, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

[19]  Alexander H. Levis,et al.  Course of Action Development and Evaluation , 2000 .

[20]  Abbas K. Zaidi,et al.  Transforming Timed Influence Nets into Time Sliced Bayesian Networks , 2004 .

[21]  Sajjad Haider,et al.  An Approximation Technique for Belief Revision in Timed Influence Nets , 2004 .

[22]  Sajjad Haider,et al.  Dynamic Influence Nets: An Extension of Timed Influence Nets for Modeling Dynamic Uncertain Situations , 2005 .

[23]  Abbas K. Zaidi,et al.  On temporal logic programming using Petri nets , 1999, IEEE Trans. Syst. Man Cybern. Part A.

[24]  Jung-Fu Cheng,et al.  Turbo Decoding as an Instance of Pearl's "Belief Propagation" Algorithm , 1998, IEEE J. Sel. Areas Commun..

[25]  Sajjad Haider,et al.  Assessment of Effects Based Operations Using Temporal Logic , 2005 .

[26]  Robert J. Smillie,et al.  Course of Action Analysis for Coalition Operations 1 , 2000 .