کنفرانس بین المللی کنترل ، ابزار دقیق و اتوماسیون

صفحه اصلی / هشتمین کنفرانس بین المللی کنترل ، ابزار دقیق و اتوماسیون

A Simulated Annealing Approach (SA) to Vehicle Routing Problem with Time Windows (VRPTW)

نویسندگان :

Mohsen Mohammadi¹ Nima Mahmoodian² Hossein Mohammadi³

1- دانشگاه شیراز 2- دانشگاه شیراز 3- دانشگاه شیراز

کلمات کلیدی :

Vehicle Routing Problem - Simulated Annealing (SA) -Optimization - Time Window – Energy optimization.

چکیده :

Huge industries and companies need to save energy while delivering various products to customers. This paper studied the Vehicle Routing Problem with Time Window (VRPTW). Using VRPTW optimization methods, product distribution companies would be able to choose almost the best routes for a specific number of vehicles to minimize the cost of fuel, driver’s wage, driving range, and the time needed to provide the products to the customers. This study has focused on suggesting a programing method using the Simulated Annealing (SA) algorithm to minimize the total distance traveled by vehicles in a distribution chain and set the desired timetable in which vehicles are supposed to serve specific customers in the network. The result of this study is that problems as big as 350 nodes are calculated with zero-time window violation and zero capacity violation in less than 10 minutes, which is much less than many similar approaches.

لیست مقالات

لیست مقالات بایگانی شده

Comparing Metaheuristic Algorithms for PID Control of a DC Motor

Amir Mohammad Davatgar - Hamed Mojallali

Design of unknown input proportional-multiple fractional order integral observer for fractional order singular systems with application in fault diagnosis

Fateme Pourdadashi Komachali - Masoud Shafiee - Amir Hossein Hassanabadi

Experimental identification of dynamic friction parameters with the intention of precision optimal control of model based robotic systems

Naeim Yousefi Lademakhi - Paria Moradi - Moharram Habibnejad Korayem

مدل‌سازی و کنترل غیرخطی تکنیک ضربه پرسرعت با جلوی راکت در ورزش بدمینتون

سروناز نیساری - رامین وطن خواه - سید آرش حق پناه

Reinforcement Learning based Sequential Controller for Mobile Robots with Obstacle Avoidance

Sara Mashhouri - Mohammadali Rahmati - Yasamin Borhani - Esmaeil Najafi

یک روش یادگیری عمیق با نظارت مبتنی بر حافظه طولانی کوتاه مدت برای مدلسازی حسگر های نرم

شیدک یزدانی - سید جلیل ساداتی رستمی - سپیده عیسی‌پور

Data-Driven Controller Design for a Synchronous Generator Connected to an Infinite Bus

Abdollah Karimzadeh - Maryam Dehghani - Mohammad Hassan Asemani - Reza Najarazdeh

Disturbance Compensation for Bidirectional Half-bridge DC-DC Converter in a Hybrid Photovoltaic-Battery Energy System: An H-based Approach

Fatemeh Esmaeili - Hamid Reza Koofigar

Design of Tube model predictive controller to control human heart rate by treadmill velocity

Fatemeh Rahmati - Sama Nikanfar - Amirhossein Nikoofard

Implemention of LQR controller for HVAC systems and investigating effect of gains on improving performance

Ali Parsaie kia - Paria Moradi

بیشتر

ثمین همایش، سامانه مدیریت کنفرانس ها و جشنواره ها - نگارش 42.2.8