A tabu search algorithm for the probabilistic orienteering problem

X Chou, LM Gambardella, R Montemanni - Computers & Operations …, 2021 - Elsevier
Abstract The Orienteering Problem is a routing problem aiming at selecting a subset of a
given set of customers to be visited within a given time budget, so that a total revenue is …

Multiperiod unmanned aerial vehicles path planning with dynamic emergency priorities for geohazards monitoring

W Wang, C Fang, T Liu - IEEE Transactions on Industrial …, 2022 - ieeexplore.ieee.org
Advances in unmanned aerial vehicle (UAV) technology provide an opportunity for
geohazards monitoring in harsh environments, thereby reducing man-hours and …

Machine learning approaches for the traveling salesman problem: A survey

U Junior Mele, L Maria Gambardella… - Proceedings of the 2021 …, 2021 - dl.acm.org
Machine Learning techniques have been applied in many contexts with great success. In
this survey, we focus on their applications in the Combinatorial Optimization (CO) domain …

3-opt metaheuristics for the probabilistic orienteering problem

X Chou, L Maria Gambardella… - Proceedings of the …, 2021 - dl.acm.org
The Probabilistic Orienteering Problem (POP) is an optimization problem arising in logistics.
A set of customers, each with a probability of requiring a service and a price to be collected …

Advanced metaheuristics for the probabilistic orienteering problem

X Chou - 2020 - sonar.ch
Abstract Stochastic Optimization Problems take uncertainty into account. For this reason they
are in general more realistic than deterministic ones, meanwhile, more difficult to solve. The …