A column generation based heuristic for the generalized vehicle routing problem with time windows
نویسندگان
چکیده
The generalized vehicle routing problem with time windows (GVRPTW) is defined on a directed graph G=(V,A) where the vertex set V partitioned into clusters. One cluster contains only depot, located homogeneous fleet of vehicles, each limited capacity. other clusters represent customers. A demand associated cluster. Inside cluster, vertices possible locations customer. window vertex, during which visit must take place if visited. objective to find routes such that total traveling cost minimized, exactly one per visited, and all capacity constraints are respected. This paper presents covering formulation for GVRPTW used provide column generation based heuristic solve it. proposed solving method combines several components including construction heuristic, route optimization procedure, local search operators negative reduced routes. Experimental results benchmark instances show algorithm efficient high-quality solutions up 120 obtained within short computation times.
منابع مشابه
A Heuristic for the Vehicle Routing Problem with Time Windows
In this paper we propose a heuristic algorithm to solve the Vehicle Routing Problem with Time Windows. Its framework is a smart combination of three simple procedures: the classical k-opt exchanges improve the solution, an ad hoc procedure reduces the number of vehicles and a second objective function drives the search out of local optima. No parameter tuning is required and no random choice is...
متن کاملA PFIH-Based Heuristic for Green Routing Problem with Hard Time Windows
Transportation sector generates a considerable part of each nation's gross domestic product and considered among the largest consumers of oil products in the world. This paper proposes a heuristic method for the vehicle routing problem with hard time windows while incorporating the costs of fuel, driver, and vehicle. The proposed heuristic uses a novel speed optimization algorithm to reach its ...
متن کاملModeling the Time Windows Vehicle Routing Problem in Cross-Docking Strategy Using Two Meta-Heuristic Algorithms
In cross docking strategy, arrived products are immediately classified, sorted and organized with respect to their destination. Among all the problems related to this strategy, the vehicle routing problem (VRP) is very important and of special attention in modern technology. This paper addresses the particular type of VRP, called VRPCDTW, considering a time limitation for each customer/retai...
متن کاملColumn Generation-based Heuristics for Vehicle Routing Problem with Soft Time Windows
This paper presents a column generation-based heuristics for the Vehicle Routing and scheduling Problem with Soft Time Windows (VRPSTW). The subproblem has been solved using a modified stochastic push forward insertion heuristics that incorporates the early and late arrival penalties. The useful dual information (shadow prices) from the column generation master problem guides the heuristic subp...
متن کاملHeuristic methods for vehicle routing problem with time windows
This paper documents our investigation into various heuristic methods to solve the vehicle routing problem with time windows (VRPTW) to near optimal solutions. The objective of the VRPTW is to serve a number of customers within prede®ned time windows at minimum cost (in terms of distance travelled), without violating the capacity and total trip time constraints for each vehicle. Combinatorial o...
متن کاملذخیره 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 E-logistics and Transportation Review
سال: 2021
ISSN: ['1366-5545', '1878-5794']
DOI: https://doi.org/10.1016/j.tre.2021.102391