Abstract: Methods are provided of creating a deployment plan for staff members with single or multiple qualification for performing activities, each activity requiring at least a single qualification. The methods include the following operations performed by a computer: repeatedly generating a deployment plan assignment of the staff members, and assessing a quality of the assignment generated using a target function, using one of the assignments on the basis of the assessment of the quality as the assignment representing the deployment plan, wherein the target function comprises a term that determines the quality of the assignments, such that the smaller the difference is between the number of the staff members deployed to the activities and the calculated total staff member requirement of the activities the higher the quality of the assignment.