Optimization model of parking space allocation based on genetic algorithm in reservation system mode

نویسندگان

چکیده

The issue of parking space allocation is an important part the research intelligent transportation. In recent years, with surge in number car users and popularity new energy vehicles, resources have become tighter. At same time, due to wide application reservation system, how choose optimal model has a problem for scholars discuss. order make full use ordinary spaces charging lot, this paper constructs lot under reservation-based mode. On basis, total revenue operator aimed at maximizing, demand are corresponding each other one-to-one, time window constraint. Through genetic algorithm, two-dimensional coding established, chromosome update strategy designed solved according conflict matrix. Simulation experiments carried out through MATLAB software verify scientific effectiveness models algorithms. results show that when limited, system mode can effectively improve utilization rate profit compared first-come, first-served mode, average improvement 30% 17% respectively.

برای دانلود رایگان 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

A Smart Hybrid System for Parking Space Reservation in VANET

Nowadays, developed and developing countries using smart systems to solve their transportation problems. Parking guidance intelligent systems for finding an available parking space, are considered one of the architectural requirements in transportation. In this paper, we present a parking space reservation method based on adaptive neuro-fuzzy system(ANFIS) and multi-objective genetic algorithm....

متن کامل

OPTIMIZATION OF SKELETAL STRUCTURES USING IMPROVED GENETIC ALGORITHM BASED ON PROPOSED SAMPLING SEARCH SPACE IDEA

In this article, by Partitioning of designing space, optimization speed is tried to be increased by GA. To this end, designing space search is done in two steps which are global search and local search. To achieve this goal, according to meshing in FEM, firstly, the list of sections is divided to specific subsets. Then, intermediate member of each subset, as representative of subset, is defined...

متن کامل

simulating multi-objective spatial optimization allocation of land use based on the integration of multi-agent system and genetic algorithm

in this study, under the constraint of resource-saving and environment-friendliness objective, based on multi-agent genetic algorithm, multi-objective spatial optimization (moso) model for land use allocation was developed from the view of simulating the biological autonomous adaptability to environment and the competitive-cooperative relationship. the model was applied to solve the practical m...

متن کامل

CrowdPark: A Crowdsourcing-based Parking Reservation System for Mobile Phones

Parking in crowded urban areas is a precious resource that impacts driver stress levels, daily productivity, and the environment. A reservation system that enables individuals to buy parking spots prior to leaving their home would significantly ease these concerns. However, designing an infrastructure for guaranteed parking requires extensive sensor deployment and manpower, which is expensive a...

متن کامل

Reservation Based Vehicle Parking System Using GSM and RFID Technology

This paper is to develop a Reservation based vehicle parking reservation system to overcome the problem of unnecessary time consumption in finding parking spot in commercial parking areas. In this proposed system, we reserve the parking slot in shopping malls, theatres and offices by using short message service (SMS). User reserves the slot by sending a message to GSM modem placed at the parkin...

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: BCP business & management

سال: 2022

ISSN: ['2692-6156']

DOI: https://doi.org/10.54691/bcpbm.v29i.2162