Solving the Parallel Drone Scheduling Traveling Salesman Problem via Constraint Programming

نویسندگان

چکیده

Drones are currently seen as a viable way of improving the distribution parcels in urban and rural environments, while working coordination with traditional vehicles, such trucks. In this paper, we consider parallel drone scheduling traveling salesman problem, where set customers requiring delivery is split between truck fleet drones, aim minimizing total time required to serve all customers. We propose constraint programming model for discuss its implementation present results an experimental program on instances previously cited literature validate exact heuristic algorithms. were able decrease cost (the customers) some and, first time, provide demonstrated optimal solution considered. These show that can be very effective tool attacking optimization problems components, one discussed.

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

Dynamic Programming Approaches for the Traveling Salesman Problem with Drone

A promising new delivery model involves the use of a delivery truck that collaborates with a drone to make deliveries. Effectively combining a drone and a truck gives rise to a new planning problem that is known as the Traveling Salesman Problem with Drone (TSP-D). This paper presents an exact solution approach for the TSP-D based on dynamic programming and present experimental results of diffe...

متن کامل

An Approach for Solving Traveling Salesman Problem

In this paper, we introduce a new approach for solving the traveling salesman problems (TSP) and provide a solution algorithm for a variant of this problem. The concept of the proposed method is based on the Hungarian algorithm, which has been used to solve an assignment problem for reaching an optimal solution. We introduced a new fittest criterion for crossing over such problems, and illu...

متن کامل

Solving Precedence Constraint Traveling Salesman Problem using Genetic Algorithm

Traveling Salesman Problem (TSP) is an NP-hard Problem, which has so many different real life applications. Precedence Constraint TSP (PCTSP) is one specific type of TSP in which precedence is given to some cities. PCTSP also has numerous applications. Genetic Algorithms [1] are robust and probabilistic search algorithms based on the mechanics of natural selection and survival of fittest. This ...

متن کامل

Solving the Inspection Problem via Colored Traveling Salesman Tours

This paper describes an effective approach to solve the inspection problem via colored traveling salesman tours. Given an environment with obstacles and regions to be inspected, the approach plans a collision-free and dynamicallyfeasible motion trajectory that enables the vehicle to inspect all the regions of interest while reducing the distance traveled. A key aspect of the approach is the tra...

متن کامل

Optimization Approaches for the Traveling Salesman Problem with Drone

The fast and cost-efficient home delivery of goods ordered online is logistically challenging. Many companies are looking for new ways to cross the last-mile to their customers. One technology-enabled opportunity that recently has received much attention is the use of a drone to support deliveries. An innovative last-mile delivery concept in which a truck collaborates with a drone to make deliv...

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: Algorithms

سال: 2023

ISSN: ['1999-4893']

DOI: https://doi.org/10.3390/a16010040