The use of agent-based modeling and simulation-based analysis is rapidly gaining importance in many areas. Realizing the advantages of simulation-based methodologies requires the use of a software environment that is conducive for modeling, simulation, and analysis. Furthermore, parallel simulation methods must be employed to reduce the time for simulation, particularly for large problems, to enable analysis in reasonable timeframes. MUSE (Miami University Simulation Environment), provides an Application Program Interface (API) for agent-based modeling and a framework for parallel simulation. The core parallel simulation capabilities of MUSE is realized using the Time Warp synchronization methodology and the Message Passing Interface (MPI).

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