A multi-agent approach to the truck multi-drone routing problem

•Truck-n-drone routing problem coded as a grid in which locations-agents can move.•Agent-based approach in which locations to be visited are the agents instead of orders or vehicles.•Battery capacity constraints and multiple customer’s visits per flight allowed.•Better performance of agent-based approach than that of other meta-heuristics in large problem instances.