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  • © 1991

Continuous System Modeling

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Table of contents (15 chapters)

  1. Front Matter

    Pages i-xxviii
  2. Introduction, Scope, and Definitions

    • François E. Cellier
    Pages 1-22
  3. Basic Principles of Continuous System Modeling

    • François E. Cellier
    Pages 23-50
  4. Principles of Passive Electrical Circuit Modeling

    • François E. Cellier
    Pages 51-78
  5. Principles of Planar Mechanical System Modeling

    • François E. Cellier
    Pages 79-132
  6. Hierarchical Modular Modeling of Continuous Systems

    • François E. Cellier
    Pages 133-200
  7. Principles of Active Electrical Circuit Modeling

    • François E. Cellier
    Pages 201-249
  8. Bond Graph Modeling

    • François E. Cellier
    Pages 251-296
  9. Modeling in Nonequilibrium Thermodynamics

    • François E. Cellier
    Pages 297-346
  10. Modeling Chemical Reaction Kinetics

    • François E. Cellier
    Pages 347-416
  11. Population Dynamics Modeling

    • François E. Cellier
    Pages 417-454
  12. System Dynamics

    • François E. Cellier
    Pages 455-506
  13. Naïve Physics

    • François E. Cellier
    Pages 507-553
  14. Inductive Reasoning

    • François E. Cellier
    Pages 555-622
  15. Artificial Neural Networks and Genetic Algorithms

    • François E. Cellier
    Pages 623-702
  16. Automated Model Synthesis

    • François E. Cellier
    Pages 703-741
  17. Back Matter

    Pages 743-755

About this book

Modeling and Simulation have become endeavors central to all disciplines of science and engineering. They are used in the analysis of physical systems where they help us gain a better understanding of the functioning of our physical world. They are also important to the design of new engineering systems where they enable us to predict the behavior of a system before it is ever actually built. Modeling and simulation are the only techniques available that allow us to analyze arbitrarily non-linear systems accurately and under varying experimental conditions. Continuous System Modeling introduces the student to an important subclass of these techniques. They deal with the analysis of systems described through a set of ordinary or partial differential equations or through a set of difference equations. This volume introduces concepts of modeling physical systems through a set of differential and/or difference equations. The purpose is twofold: it enhances the scientific understanding of our physical world by codifying (organizing) knowledge about this world, and it supports engineering design by allowing us to assess the consequences of a particular design alternative before it is actually built. This text has a flavor of the mathematical discipline of dynamical systems, and is strongly oriented towards Newtonian physical science.

Authors and Affiliations

  • Department of Electrical and Computer Engineering and Applied Mathematics Program, University of Arizona, Tucson, USA

    François E. Cellier

Bibliographic Information

Buy it now

Buying options

eBook USD 84.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book USD 109.99
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