智慧城市的行业实践 : 基于实时交通路况与用户需求的城市出租车智能调度服务

CHAPTER 1 INTRODUCTION

1.1 RESEARCH BACKGROUND

1.2 SCOPE AND OBJECTIVES

1.3 GAP AND OPPORTUNITY

1.3.1 Current Booking

1.3.2 Advance Booking

1.4 METHODOLOGY OF STUDY

1.5 ORGANIZATION OF BOOK

CHAPTER 2 REVIEW OF TAXI OPERATION AND RELATED

RESEARCH

2.1 CURRENT STATUS OF TAXI BOOKING AND

DISPATCHING

SYSTEMS IN

SINGAPORE

2.1.1 Overview o{ Taxi

Services in Singapore

2.1.2 GPS-Based Taxi Booking

Service

2.1.3 How the Dispatch System

Works {or Current Bookings

CHAPTER 1  INTRODUCTION

1.1  RESEARCH BACKGROUND

1.2  SCOPE AND OBJECTIVES

1.3  GAP AND OPPORTUNITY

1.3.1  Current Booking

1.3.2  Advance Booking

1.4  METHODOLOGY OF STUDY

1.5  ORGANIZATION OF BOOK

CHAPTER 2  REVIEW OF TAXI OPERATION AND RELATED

RESEARCH

2.1  CURRENT STATUS OF TAXI BOOKING AND

DISPATCHING

SYSTEMS IN

SINGAPORE

2.1.1  Overview o{ Taxi

Services in Singapore

2.1.2  GPS-Based Taxi Booking

Service

2.1.3  How the Dispatch System

Works {or Current Bookings

2.1.4  How the Dispatch System

Works {or'Advance Bookings

2.2  MODELING URBAN TAXI SERVICES

2.3  SHORTEST PATH PROPLEMS IN

TRANSPORTATION

MODELS

2.3.1  Shortest Path Tree

Problem and Algorithms

2.3.2  Time Dependent Shortest

Paths

2.4  CLASSICAL AND MODERN HEURISTICS.FOR

THE

VEHICLE ROUTING PROBLEM

2.4.1  Characteristics o{

Vehicle Routing Problems

2.4.2  Classical Heuristics {or

Vehicle Routing Problems

2.4.3  Meta-Heuristics {or

Vehicle Routing Problems  ""

2.5  TRAFFIC SIMULATION MODERLS

2.5.1  GETRAM/AIMSUN

2.5.2  VISSIM

2.5.3  PARAMICS

2.5.4  Traffic Simulation Model

Selection

2.6  SUMMARY OF REVIEW

CHAPTER 3  DISPATCHING BASED ON REAL-TIME TRAFFIC

CONDITIONS FOR TAXI CURRENT BOOKINGS

3.1  INTRODUCTION

3.2  METHOD OF INVESTIGATION

3.2.1  Shortcomings of the

Existing System

3.2.2  Data Collection

3.2.3  The Study Network

3.2.4  API Programming

3.2.5  Simulation Runs

3.3  RESULTS AND ANALYSIS

3.3.1  Variation of Demand

Times

3.3.2  Variation of Demand

Locations

3.3.3  Variation of Empty Taxi

Rates

3.4  SUMMARY

CHAPTER 4  TRIP-CHAINING FOR TAXI ADVANCE BOOKINGS

4.1  INTRODUCTION

4.2     THE EXISTING

DISPATCH  SYSTEM AND ITS DEFICIENCIES

4.3     THE PROPOSED DISPATCH

SYSTEM FOR ADVANCE BOOKINGS

4.4    METHODOLOGY FOR THE PROPOSED

DISPATCH SYSTEM

4.4.1  Paired PDPTW Models

4.4.2  Related Works in

Literature

4.4.3  The Problem and Its Special

Requirements

4.4.3  The Customized Two-Phase

Method

4.4.5  The Study Network

4.4.6  Application Program

Interface (API) Program for Traffic

Simulation

4.5  EXPERIMENTAL RESULTS

……

   
自从IBM首先提出智慧地球的理念，各国政府部门不断重视并推动相关领域的探索与研究。新加坡是智慧城市建设的先行者和实践者，其在城市智能交通领域的建设成就为世界瞩目。本书重点围绕作者在新加坡工作和学习中积累的多篇SCI／EI收录论文，以新加坡城市出租车的运营现状为背景，向读者详细展示智慧城市建设过程中，基于实时交通路况与用户需求的城市出租车．智能化调度服务的研究进展与最新成果。

   
本书的读者对象为智能交通与物联网技术相关研究人员，高校物流专业、交通工程专业教师和研究生。