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Using Mixed Initiative to Support Force Deployment and Execution

The Defense Advanced Research Projects Agency (DARPA) and the Air Force Research Lab (AFRL) cosponsor the DARPA/AFRL-Rome Planning Initiative (ARPI), which focuses academic research and studies into the area of military operational planning and scheduling to address tomorrow’s technology. One of ARPI’s Technology Integration Experiments has produced JADE (Joint Assistant for Deployment and Execution) a casebased force deployment planning system. JADE is an integration of ForMAT2 (a case-based force deployment planner developed by BBN Technologies); Prodigy/CBMIP (a combined case-based and generative planner developed by Carnegie Mellon University); and PARKA (a highly-indexed knowledge based management system developed by the University of Maryland). ForMAT2 [6, 7] is a case-based planning tool that supports military deployment planning through the acquisition of user-built deployment cases (plans), querydriven browsing of past plans, and functional analysis primitives for evaluating new plans. The Prodigy/CBMIP component of JADE is built on top of the Prodigy/Analogy case-based planner. It is a mixed-initiative version of the planner that has both domain-specific knowledge of the JADE scenario and task-specific processes that interface with the ForMAT2 force deployment planner. JADE demonstrates technology that enables a military planner to build a force deployment plan in less than one hour (the current method can take hours to days). The deployment plan identifies what forces will be used to support mission goals and specifies the time phasing of how military force elements will be deployed into the mission area (the Time Phased Force Deployment Data or TPFDD).