Case Based Disruption Monitoring
Joseph Kann, Matthew Molineaux, Bryan Auslander · 2015
Mine Countermeasures Missions (MCM) take place in very complex and uncertain environments which poses complexity for planning and explana- tion algorithms. In order to keep a mission on target, constant disruption moni- toring and frequent schedule adjustments are needed. To address this capability gap, we have developed the Case-Based Disruption Monitoring and Analyzing (CDMA) algorithm. The CDMA algorithm automatically detects disruptions within a mission and attempts to determine possible root causes. Once confirmed, our second developed algorithm, CLOSR modifies existing schedules to com- pensate for these root causes. Evaluation of CDMA on simulated MCM opera- tions demonstrates the effectiveness of case-based disruption monitoring. Both the CDMA and CLOSR algorithms, along with simulator, are enclosed with our KRePE system.