Simulation-based operations management deals with real-world issues involving complex socio-cyber-physical systems through representing real human behaviors, especially reasoning and decision-making processes, via artificial intelligence (AI) and agent-based modeling and simulation (ABMS). Various studies have been conducted with ABMS involving data-driven dynamic decision modeling, including traffic control for a large-scale transportation network, real-time manufacturing scheduling for energy cost reduction and simulation-based bio-fuel supply chain management.

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