Pedestrian Dynamics: Mathematical Theory and Evacuation Control

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Hardback
$107.95
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ISBN 9781439805190
Cat# K10291
 

Features

  • Presents the derivation of conservation laws for mass, momentum, and energy
  • Covers one-dimensional macroscopic traffic models and systems of relaxation PDE models
  • Introduces traffic models that allow for distributed control via the traffic flux term and modeling of one- and two-dimensional traffic
  • Includes the necessary background mathematical theory for scalar conservation laws and relaxation models
  • Examines the existence results for optimal time and cost controls for traffic control problems
  • Tabulates closed-loop behaviors of physical interest arising from various specific choices of feedback control laws
  • Discusses numerical simulations using Godunov’s method for advective control problems for initial-boundary data problems

Summary

Homeland security, transportation, and city planning depend upon well-designed evacuation routes. You can’t wait until the day of to realize your plan won’t work. Designing successful evacuation plans requires an in-depth understanding of models and control designs for the problems of traffic flow, construction and road closures, and the intangible human factors. Pedestrian Dynamics: Mathematical Theory and Evacuation Control clearly delineates the derivation of mathematical models for pedestrian dynamics and how to use them to design feedback controls for evacuations.

The book includes:

  • Mathematical models derived from basic principles
  • Mathematical analysis of the model
  • Details of past work
  • MATLAB® code
  • 65 figures and 400 equations

Unlike most works on traffic flow, this book examines the development of optimal methods to effectively control and improve pedestrian traffic flow. The work of a leading expert, it examines the differential equations applied to conservation laws encountered in the study of pedestrian dynamics and evacuation control problem. The author presents new pedestrian traffic models for multi-directional flow in two dimensions. He considers a range of control models in various simulations, including relaxed models and those concerned with direction and magnitude velocity commands. He also addresses questions of time, cost, and scalability. The book clearly demonstrates what the future challenges are and provides the tools to meet them.

Table of Contents

Introduction

Motivation

Literature Survey

Outline

Derivation of Conservation Laws

Mass Conservation

Momentum Conservation

Energy Conservation

Combined Equations

General Conservation

Traffic Models: One Dimensional Case

Lighthill-Whitham-Richards Model

Payne-Whitham Model

Aw-Rascle Model

Zhang Model

Pedestrian and Control Models in One Dimension

Traffic Models: Two-Dimensional Case

Two-Dimensional LWR Model

Two-Dimensional Payne-Whitham Model

Two-Dimensional Aw-Rascle Model

Two-Dimensional Zhang Model

Conservation Law Solutions

Method of Characteristics

Classical or Strong Solutions

Weak Solutions

Scalar Riemann Problem

Admissibility Conditions

Kruzkov’s Entropy Function

Well-posedness

Oleinik Entropy Condition

Scalar Initial-Boundary Problem

Traffic Control

Scalar Conservation Law Solution

Dynamical Systems and C0-Semigroups

Optimal Control

Optimal Flux Control for Scalar Conservation Law

Feedback Control for Scalar Law

Advective Feedback Control for Relaxation Systems

Wellposedness for Bounded Advection Control

Simulations for Advective Control

Godunov’s Method

Simulation Results for Advective Control

Conclusions

Summary

Contributions

Future Work