A Hybrid Solution Approach for Electric Vehicle Routing Problem with Soft Time-Windows
نویسندگان
چکیده
An electric vehicle routing problem (EVRP) with time windows is carried out using a hybrid algorithm. Through the modeling of problem, not only energy consumptions and charging durations EDVs, but also conventional flow formulations soft window constraints are taken into account. A solution method proposed to solve EVRP. The combines genetic algorithm simulated annealing complement each other. In order demonstrate effectiveness approach, simulations on case study 25 customers, 2 stations, depot 3 identical EDVs. performance has been compared standalone It resulted that outperforms in terms both accuracy computational time.
منابع مشابه
A goal programming model for vehicle routing problem with backhauls and soft time windows
The vehicle routing problem with backhauls (VRPB) as an extension of the classical vehicle routing prob-lem (VRP) attempts to define a set of routes which services both linehaul customers whom product are to be delivered and backhaul customers whom goods need to be collected. A primary objective for the problem usually is minimizing the total distribution cost. Most real-life problems have othe...
متن کاملA multi-criteria vehicle routing problem with soft time windows by simulated annealing
This paper presents a multi-criteria vehicle routing problem with soft time windows (VRPSTW) to mini-mize fleet cost, routes cost, and violation of soft time windows penalty. In this case, the fleet is heterogene-ous. The VRPSTW consists of a number of constraints in which vehicles are allowed to serve customers out of the desirable time window by a penalty. It is assumed that this relaxation a...
متن کاملAn Improved Hybrid Cuckoo Search Algorithm for Vehicle Routing Problem with Time Windows
Transportation in economic systems such as services, production and distribution enjoys a special and important position and provides a significant portion of the country's gross domestic product. Improvements in transportation system mean improvements in the traveling routes and the elimination of unnecessary distances in any system. The Vehicle Routing Problem (VRP) is one of the practical co...
متن کاملEvolutionary Approach for Energy Minimizing Vehicle Routing Problem with Time Windows and Customers’ Priority
A new model and solution for the energy minimizing vehicle routing problem with time windows (EVRPTW) and customers’ priority is presented in this paper. In this paper unlike prior attempts to minimize cost by minimizing overall traveling distance, the model also incorporates energy minimizing which meets the latest requirements of green logistics. This paper includes the vehicles load as an ad...
متن کاملa goal programming model for vehicle routing problem with backhauls and soft time windows
the vehicle routing problem with backhauls (vrpb) as an extension of the classical vehicle routing prob-lem (vrp) attempts to define a set of routes which services both linehaul customers whom product are to be delivered and backhaul customers whom goods need to be collected. a primary objective for the problem usually is minimizing the total distribution cost. most real-life problems have othe...
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: El-cezeri
سال: 2021
ISSN: ['2148-3736']
DOI: https://doi.org/10.31202/ecjse.908159