The distinctive feature of the proposed fire and heat spreading model in premises is the reduction of the computational complexity due to the use of the theory of cellular automata with probability rules of behavior. The possibilities and prospects of using this model in practice are noted. The proposed model has a simple mechanism of integration with agentbased evacuation models. The joint use of these models could improve floor plans and reduce the time of evacuation from premises during fires.