Passenger information system playing format recommendation method and device and electronic equipment

The invention provides a passenger information system playing format recommendation method and device and electronic equipment. The method comprises the following steps: generating an initialized format population according to format preset parameters; converting the initialized layout population into a plurality of layout effect pictures for the user to preview and score according to a layout decoding rule, and pushing the plurality of layout effect pictures for the user to preview and score to a user terminal; and in response to the score of each format effect picture fed back by the user terminal, performing iterative optimization on the initialized format population by using a meta-heuristic algorithm, generating at least one recommended format, and recommending the at least one recommended format to the user terminal, thereby realizing intelligent format generation, shortening a format making process and an updating process, saving manpower cost, and improving user experience. And continuous optimization