交通与运输工程

基于模糊逻辑的停车泊位预约实时决策方法

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  • 东南大学 交通学院, 江苏 南京 210096
季彦婕(1980-),女,博士,讲师,主要从事交通运输规划与管理研究.

收稿日期: 2009-09-14

  修回日期: 2009-11-26

  网络出版日期: 2010-10-25

基金资助

国家自然科学基金资助项目(50908051 50708019); 高等学校博士学科点专项科研基金资助项目(20070286006)

Real-Time Decision-Making Method Based on Fuzzy Logic for Parking Reservation

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  • School of Transportation,Southeast University,Nanjing 210096,Jiangsu,China
季彦婕(1980-),女,博士,讲师,主要从事交通运输规划与管理研究.

Received date: 2009-09-14

  Revised date: 2009-11-26

  Online published: 2010-10-25

Supported by

国家自然科学基金资助项目(50908051 50708019); 高等学校博士学科点专项科研基金资助项目(20070286006)

摘要

停车泊位预约是停车诱导信息系统的一项高级功能.为了体现公平性及平衡不同时段的停车需求,将收益管理的理念引入停车泊位预约系统,提出基于模糊逻辑的停车泊位预约实时决策方法.通过求解理想情况下的停车泊位预约决策模型产生相应的最优预约决策,确定模糊规则库,运用模糊逻辑判断实时在线决定是否接受泊位预约申请.该方法简便易行,能够在短时间内帮助系统处理泊位预约申请,并保证被接受的申请者能够在预订的时刻顺利完成车辆停放,同时也能最大化停车场的收益.

本文引用格式

季彦婕 王炜 邓卫 . 基于模糊逻辑的停车泊位预约实时决策方法[J]. 华南理工大学学报(自然科学版), 2010 , 38(10) : 100 -104 . DOI: 10.3969/j.issn.1000-565X.2010.10.019

Abstract

Parking reservation is an advanced function in the parking guidance and information system.In order to ensure the fairness and balance of parking demands in different time sections,this paper introduces the concept of revenue management in the parking reservation system and proposes a fuzzy logic-based real-time decision-making method.Based on the optimal reservation decision made by the solution of the model under the ideal condition,a fuzzy rule set is generated,and an online decision of whether to accept a reservation requisition is made with the help of the fuzzy logic.The proposed method is simple and convenient.It helps to deal with the parking reservation rapidly and ensure applicants to complete their parking within a reserved time period,with the parking revenue being also maximized.

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