A personalized walking bus service requiring optimized route decisions: A real case

•Definition of a new optimization problem: the Door-to-School Pedibus lines design.•The application arises from a real problem with high social and educational impact.•Line merging and dynamic capacity make the problem different from standard VRP.•Multiple solution methods proposed with no clear dominance.•Tested on both synthetic and real-world scenarios.