Introduction to Intelligent Systems in Traffic and Transportation

Preface
Acknowledgments
List of Symbols
Introduction
	The Importance of Transportation
	Transportation Systems
	Intelligent Transportation Systems
Elements of Supply
	Traffic Network Structure
	Traffic Streams: Macroscopic and Microscopic Parameters
	Traffic Flow Theory
	Traffic Control Measures
		Signal Timing and Design
		Progressive Systems
	To Know More
Elements of Demand
	Demand Modeling
		Representation of Demand
		Trip-based Demand Modeling
		Activity-Based Demand Modeling
	Discrete Choice Modeling for Travel Demand
	Travel Demand Management
	To Know More
Traffic Assignment: Connecting Supply and Demand
	Route Computation
	Basic Trip Assignment
		Assignment on Un-congested Networks
		Assignment under Congestion and Equilibrium
		Dynamic Traffic Assignment
		From User to System Optimum
	Changing the Perspective: From Trips to Drivers
	Evaluation of Route Assignment
	To Know More
Getting Data for Demand Estimation and Traffic Flow Modeling
	Data Collection for Estimation of Demand and Volume
	Deriving Parameters from Data
	Sources of Public Data about Network Topology and Demand
		OpenStreetMap
		Transportation Network Test Problems
	To Know More
Modeling and Simulation of Advanced Decision Making
	Systematics of Traditional Approaches
		Sub-Microscopic Models
		Microscopic Traffic Flow Models
		Macroscopic Traffic Flow Simulation Models
		Mesoscopic Traffic Flow Simulation
	Human-like Driving with Advanced Driver Models
		Anticipation
		Behavior at Crossings
		Emotion and Aggressiveness
		Routing, Planning and Beyond
	To Know More
Intelligent Measures in Control and Management
	Strategies for Intelligent Traffic Signal Control
		From Isolated to Coordinated Intersections
		Approaches Based on Reinforcement Learning
	Beyond Pure Traffic Signal Control
		Approaches Explicitly Addressing Demand
		Coordination of Drivers\' Choices
		Lightless and Market-based Approaches
		System-Level Management
	To Know More
Driver Support and Guidance
	(Advanced) Driver Assistance Systems
		Elements of a driver assistance system
		New Technology for Cooperative Assistance Systems
	In-Vehicle Route Guidance
		Basic Localization
		Map-Matching
		Shortest Path Algorithms
		Using Route Guidance
		Cooperative Route Guidance
	From Route Guidance to Travel Recommender Systems
		Extended Routing
		Mobile Recommender Systems
	To Know More
Trends and New Technologies
	Interconnected Automobiles
	Some Projects Around Autonomous Vehicles and Personal Transit
	Future of Traffic Management
		Participatory Traffic Management
		Autonomic Traffic Management
		Crowd Sensing
	To Know More
Bibliography
Authors\' Biographies