The Stochastic Team Orienteering Problem with Position-Dependent Rewards
نویسندگان
چکیده
In this paper, we analyze both the deterministic and stochastic versions of a team orienteering problem (TOP) in which rewards from customers are dynamic. The typical goal TOP is to select set visit order maximize total reward gathered by fixed fleet vehicles. To better reflect some real-life scenarios, consider version associated with each customer might depend upon visited within route, bonusing first clients penalizing last ones. addition, travel times modeled as random variables. Two mixed-integer programming models proposed for version, then solved using well-known commercial solver. Furthermore, biased-randomized iterated local search algorithm employed solve version. Overall, metaheuristic shows an outstanding performance when compared optimal or near-optimal solutions provided solver, terms solution quality well computational times. Then, extended into full simheuristic problem. A series numerical experiments allows us show that outperform obtained latter used scenario under conditions uncertainty. our offer higher reliability level than ones
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ژورنال
عنوان ژورنال: Mathematics
سال: 2022
ISSN: ['2227-7390']
DOI: https://doi.org/10.3390/math10162856