A Novel Chaotic Particle Swarm Optimization Algorithm for Parking Space Guidance

المؤلفون المشاركون

Dong, Na
Fang, Xing
Wu, Ai-guo

المصدر

Mathematical Problems in Engineering

العدد

المجلد 2016، العدد 2016 (31 ديسمبر/كانون الأول 2016)، ص ص. 1-14، 14ص.

الناشر

Hindawi Publishing Corporation

تاريخ النشر

2016-09-21

دولة النشر

مصر

عدد الصفحات

14

التخصصات الرئيسية

هندسة مدنية

الملخص EN

An evolutionary approach of parking space guidance based upon a novel Chaotic Particle Swarm Optimization (CPSO) algorithm is proposed.

In the newly proposed CPSO algorithm, the chaotic dynamics is combined into the position updating rules of Particle Swarm Optimization to improve the diversity of solutions and to avoid being trapped in the local optima.

This novel approach, that combines the strengths of Particle Swarm Optimization and chaotic dynamics, is then applied into the route optimization (RO) problem of parking lots, which is an important issue in the management systems of large-scale parking lots.

It is used to find out the optimized paths between any source and destination nodes in the route network.

Route optimization problems based on real parking lots are introduced for analyzing and the effectiveness and practicability of this novel optimization algorithm for parking space guidance have been verified through the application results.

نمط استشهاد جمعية علماء النفس الأمريكية (APA)

Dong, Na& Fang, Xing& Wu, Ai-guo. 2016. A Novel Chaotic Particle Swarm Optimization Algorithm for Parking Space Guidance. Mathematical Problems in Engineering،Vol. 2016, no. 2016, pp.1-14.
https://search.emarefa.net/detail/BIM-1112269

نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)

Dong, Na…[et al.]. A Novel Chaotic Particle Swarm Optimization Algorithm for Parking Space Guidance. Mathematical Problems in Engineering No. 2016 (2016), pp.1-14.
https://search.emarefa.net/detail/BIM-1112269

نمط استشهاد الجمعية الطبية الأمريكية (AMA)

Dong, Na& Fang, Xing& Wu, Ai-guo. A Novel Chaotic Particle Swarm Optimization Algorithm for Parking Space Guidance. Mathematical Problems in Engineering. 2016. Vol. 2016, no. 2016, pp.1-14.
https://search.emarefa.net/detail/BIM-1112269

نوع البيانات

مقالات

لغة النص

الإنجليزية

الملاحظات

Includes bibliographical references

رقم السجل

BIM-1112269