The paper presents a simulation–optimization modeling framework for the evacuation of large-scale pedestrian facilities …–assignment model. The GA searches for the optimal evacuation plan, while the simulation model guides the search through evaluating the … quality of the generated evacuation plans. Evacuees are assumed to receive evacuation instructions in terms of the optimal …