The invention provides a multi-constraint aircraft
assembly scheduling method based on multi-target transfer learning, and relates to the technical field of
assembly scheduling. The method comprises the following steps: firstly, performing task
decomposition on an
assembly directory demand in an aircraft scheduling process, designing an operation
station adjusting mechanism, and completing an operation
station reconfiguration operation corresponding to an assembly task; then, updating the type of an operation
station required by an assembly task, carrying out mathematical modeling on an aircraft scheduling problem, constructing a multi-constraint multi-target aircraft assembly scheduling problem model, determining an initialized task sequence of the task, establishing a non-dominated rapid sorting
genetic algorithm optimization framework with a multi-target elite
gene retention strategy, and establishing a multi-target migration strategy; obtaining a transferable solution set; finally, a Pareto frontier solution set is obtained, the solution with the minimum value in the Pareto frontier solution set is selected, a corresponding specific assembly scheme
Gantt chart is obtained, an assembly scheduling table is made, and the assembly process of the aircraft is guided.