The preparedness and planning activities related to emergency aid services in the event of disaster are important in saving lives and returning to normal life conditions quicker after the disaster had occurred. In Turkey, many large cities, including İzmir, are under the significant risk of a major earthquake. Emergency rescue activities in such situations can be modeled analytically; however it is challenging to solve analytical models constructed for the problems with realistic dimensions.