Traveling Salesman Problem with Ridesharing and Quota
Traveling salesman with passengers. Integer programming. Evolutionary Algorithms.
The Traveling Salesman Problem with Ridesharing and Quota belongs to the class of Quota Traveling Salesman problems. In this problem, it is considered the economic advantage achieved when the salesman, traveling in a private vehicle, gives ride to passengers who share travel expenses with him. The model can represent real situations where a driver programs a route to visit cities, each of which associated with a bonus, with the requirement of collecting a minimum sum of bonuses and taking into account the possibility of reducing costs due to people embarked in his vehicle. A math model, six evolutionary algorithms and one heuristic are presented for the problem addressed. The behavior of the proposed algorithms is analyzed on a computational experiment with 48 instances.