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  • © 2017

Modelling with the Master Equation

Solution Methods and Applications in Social and Natural Sciences

Authors:

  • Offers self-contained introduction to the mathematical and statistical fundamentals of the Master equation and a toolbox for further applications
  • Explains the modelling potential of the Master equation in detail by means of many examples from different disciplines
  • Documents and discusses all relevant mathematical steps, helping the reader to apply the method quickly

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Table of contents (9 chapters)

  1. Front Matter

    Pages i-xxv
  2. Introduction

    • Günter Haag
    Pages 1-11
  3. Statistical Toolbox

    1. Front Matter

      Pages 13-13
    2. Statistical Fundamentals

      • Günter Haag
      Pages 15-37
    3. Solution Methods of Master Equations

      • Günter Haag
      Pages 63-91
  4. Applications Natural Sciences

    1. Front Matter

      Pages 93-93
    2. Some Applications in Physics and Chemistry

      • Günter Haag
      Pages 95-139
  5. Applications Social Sciences

    1. Front Matter

      Pages 141-141
    2. Applications in Population Dynamics

      • Günter Haag
      Pages 181-232
    3. The Master Equation in Migration Theory

      • Günter Haag
      Pages 233-303

About this book

This book presents the theory and practical applications of the Master equation approach, which provides a powerful general framework for model building in a variety of disciplines. The aim of the book is to not only highlight different mathematical solution methods, but also reveal their potential by means of practical examples.

Part I of the book, which can be used as a toolbox, introduces selected statistical fundamentals and solution methods for the Master equation. In Part II and Part III, the Master equation approach is applied to important applications in the natural and social sciences.

The case studies presented mainly hail from the social sciences, including urban and regional dynamics, population dynamics, dynamic decision theory, opinion formation and traffic dynamics; however, some applications from physics and chemistry are treated as well, underlining the interdisciplinary modelling potential of the Master equation approach.  

Drawing upon the author’s extensive teaching and research experience and consulting work, the book offers a valuable guide for researchers, graduate students and professionals alike.

Authors and Affiliations

  • Institute of Theoretical Physics II, University of Stuttgart, Germany

    Günter Haag

About the author

Guenter Haag studied engineering and physics at the University of Stuttgart and earned his Ph. D in Physics in 1978. He was visiting professor at the Case Western Reserve University, Cleveland in 1982 and the Institute for Advanced Studies (IHS), Vienna in 1990. At that time he was also member of the working groups Long waves in economy and Metropolitan studies at the International Institute for Applied Systems Analysis (IIASA), Laxenburg. The appointment to a university lectureship came in 1985 and in 1995 he was appointed APL professor for Theoretical Physics at the University of Stuttgart. In 1993 he became in addition managing director of the Institute for Applied Economic Research, Tuebingen. Two years later he founded the Steinbeis Transfer Center Applied Systems Analysis in Stuttgart, and in 2003 the STASA GmbH. He is member of different international working groups and member in the editorial board of international journals. He has initiated and led several national and international projects in the field of system analysis, statistics, urban and regional development and transport theory. Robert-Mayer-Award, do-it Software-Award 2004,  Löhn-Award 2011. 

Bibliographic Information

Buy it now

Buying options

eBook USD 89.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 119.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book USD 119.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access