Analysis of logistics distribution path optimization planning based on traffic network data
نویسندگان
چکیده
With the development of economy, distribution problem logistics becomes more and complex. Based on traffic network data, this study analyzed vehicle routing (VRP), designed a dynamic with time window (DVRPTW) model, solved it genetic algorithm (GA). In order to improve performance algorithm, operation was improved, output solution further optimized by hill climbing algorithm. The analysis example showed that improved GA had better in path optimization planning, total cost planning results 31.44 % less than increased 11.48 considering data. experimental show has good can significantly reduce research VRP based data is line actual situation distribution, which conducive application VRP.
منابع مشابه
A Chance Constraint Approach to Multi Response Optimization Based on a Network Data Envelopment Analysis
In this paper, a novel approach for multi response optimization is presented. In the proposed approach, response variables in treatments combination occur with a certain probability. Moreover, we assume that each treatment has a network style. Because of the probabilistic nature of treatment combination, the proposed approach can compute the efficiency of each treatment under the desirable reli...
متن کاملanalysis of power in the network society
اندیشمندان و صاحب نظران علوم اجتماعی بر این باورند که مرحله تازه ای در تاریخ جوامع بشری اغاز شده است. ویژگیهای این جامعه نو را می توان پدیده هایی از جمله اقتصاد اطلاعاتی جهانی ، هندسه متغیر شبکه ای، فرهنگ مجاز واقعی ، توسعه حیرت انگیز فناوری های دیجیتال، خدمات پیوسته و نیز فشردگی زمان و مکان برشمرد. از سوی دیگر قدرت به عنوان موضوع اصلی علم سیاست جایگاه مهمی در روابط انسانی دارد، قدرت و بازتولید...
15 صفحه اولMultiple criteria optimization of contemporary logistics distribution network problems
In the contemporary customer-driven supply chain, maximization of customer service plays an equally important role as minimization of costs for a company to retain and increase its competitiveness. This article develops a multiple-criteria optimization approach, combining the analytic hierarchy process (AHP) and an integer linear programming (ILP) model, to aid the design of an optimal logistic...
متن کاملCold Chain Logistics Distribution Network Planning Subjected to Cost Constraints
In order to reduce the loss in the circulation of agricultural products, and to reduce the total cost, this article minimizes the operation cost by establishing an objective function when designing the cold chain logistics distribution network. Considering the characteristics of the cold chain products, this paper regards construction cost of network nodes, transportation cost and damage cost a...
متن کاملElectronic Commerce Logistics Network Optimization Based on Swarm Intelligent Algorithm
This article establish an efficient electronic commerce logistics operation system to reduce distribution costs and build a logistics network operation model based on around the B2C electronic commerce enterprise logistics network operation system. B2C electronic commerce transactions features in the enterprise network platform. To solve the NP-hard problem this article use hybrid ant colony al...
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: Computer Optics
سال: 2021
ISSN: ['2412-6179', '0134-2452']
DOI: https://doi.org/10.18287/2412-6179-co-732