This paper presents a model for the optimization of the operation of a distributed trigeneration power plant meant to supply a consumer of electric, thermal and cold energy by two methods - a method of optimization based on genetic algorithms and a method that uses a dedicated software to optimize the power supply to consumers, as well as a comparative analysis of the results obtained by the two methods.