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

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Team Orienteering Problem with Decreasing Profits

Team Orienteering with Decreasing Profits (DP-TOP) extends the classical Team Orienteering problem (TOP) by considering the profit of each client as a decreasing function of time. It consists of maximizing the sum of collected profit by a fixed number K of vehicles, visiting each client at most once. In this work, we present lower bounds based on a Dantzig-Wolfe decomposition and column generat...

متن کامل

The orienteering problem with stochastic profits

Given a graph G = (N, E), N representing the set of nodes associated with Normally distributed random profits and E representing the set of edges with associated travel times, we define the Orienteering Problem with Stochastic Profits (OPSP) as the problem of finding a tour that visits a subset of N within a prespecified time limit and maximizes the probability of collecting more than a prespec...

متن کامل

The Team Orienteering Arc Routing Problem

The Team Orienteering Arc Routing Problem (TOARP) is the extension to the arc routing setting of the Team Orienteering Problem (TOP). In the TOARP a set of potential customers, each associated with an arc of a directed graph, is available and a profit is collected when a potential customer is served that is when the associated arc is traversed. A fleet of vehicles is available to visit the cust...

متن کامل

The split delivery capacitated team orienteering problem

In this paper we study the capacitated team orienteering problem where split deliveries are allowed. A set of potential customers is given, each associated with a demand and a profit. The set of customers to be served by a fleet of capacitated vehicles has to be identified in such a way that the profit collected is maximized, while satisfying constraints on the maximum time duration of each rou...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Mathematics

سال: 2022

ISSN: ['2227-7390']

DOI: https://doi.org/10.3390/math10162856