A large neighborhood search approach to the vehicle routing problem with delivery options

نویسندگان

چکیده

To reduce delivery failures in last mile delivery, several types of options have been proposed the past twenty years. Still, customer satisfaction is a challenge because single location chosen independently time at which customer’s order will be delivered. In addition, shared locations such as lockers and shops also experience failure due to capacity or opening-time issues moment delivery. address this issue foster consolidation locations, we investigate case where can specify together with preference levels windows. We define, article, Vehicle Routing Problem Delivery Options, integrates locations. It consists designing set routes for fleet vehicles that deliver each one his/her during corresponding window. These should respect capacities minimum service level requirements, while minimizing total routing costs. This problem solved large neighborhood search partitioning periodically used reassemble routes. Specific ruin recreate operators are combined numerous from literature. A thorough experimental study was carried out determine subset efficient complementary operators. The method outperforms existing algorithms literature on particular cases under consideration, vehicle roaming home New instances generated both serve benchmark propose some managerial insight into alternative options.

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

An Improved Modified Tabu Search Algorithm to Solve the Vehicle Routing Problem with Simultaneous Pickup and Delivery

The vehicle routing problem with simultaneous pickup and delivery (VRPSPD) is a well-known combinatorial optimization problem which addresses provided service to a set of customers using a homogeneous fleet of capacitated vehicles. The objective is to minimize the distance traveled. The VRPSPD is an NP-hard combinatorial optimization problem. Therefore, practical large-scale instances of VR...

متن کامل

An Improved Modified Tabu Search Algorithm to Solve the Vehicle Routing Problem with Simultaneous Pickup and Delivery

The vehicle routing problem with simultaneous pickup and delivery (VRPSPD) is a well-known combinatorial optimization problem which addresses provided service to a set of customers using a homogeneous fleet of capacitated vehicles. The objective is to minimize the distance traveled. The VRPSPD is an NP-hard combinatorial optimization problem. Therefore, practical large-scale instances of VR...

متن کامل

The Vehicle-Routing Problem with Delivery and Back-Haul Options

In this article we consider a version of the vehicle-routing problem (VRP): A fleet of identical capacitated vehicles serves a system of one warehouse and N customers of two types dispersed in the plane. Customers may require deliveries from the warehouse, back hauls to the warehouse, or both. The objective is to design a set of routes of minimum total length to serve all customers, without vio...

متن کامل

A matheuristic based on large neighborhood search for the vehicle routing problem with cross-docking

The vehicle routing problem with cross-docking (VRPCD) consists in defining a set of routes that satisfy transportation requests between a set of pickup points and a set of delivery points. The vehicles bring goods from pickup locations to a cross-docking platform, where the items may be consolidated for efficient delivery. In this paper we propose a new solution methodology for this problem. I...

متن کامل

A Multistage Very Large-Scale Neighborhood Search for the Vehicle Routing Problem with Soft Time Windows

This paper considers the VRP Problem with Soft Time-Windows (VRPSTW), a challenging routing problem due to its combination of hard time windows and a lexicographic objective function minimizing the number of vehicles, the violations of the soft time windows, and the total travel distance. The paper presents a multi-stage, variable neighborhood search algorithm for the VRPSTW, which uses the sam...

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: Transportation Research Part B-methodological

سال: 2021

ISSN: ['1879-2367', '0191-2615']

DOI: https://doi.org/10.1016/j.trb.2020.11.012