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Modeling Biological Systems: Principles and Applications - 2nd edition

J W Haefner 
Springer  2005  



Hardback plus CD-ROM  480 pp plus CD-ROM  ISBN 0387250115      £48.00
This is the second edition of a textbook currently published for a course in mathematical modeling and computer simulation for biologists at the advanced undergraduate and introductory graduate level. The audience for this edition is similar to that of the previous one: advanced level courses in computational biology, as well as researchers retooling themselves. This new edition includes a CD-ROM with real examples of models as teaching tools.

Written for undergraduate and graduate students in the biological and environmental disciplines, cell biologists, ecologists, physiologists, conservation biologists, biological engineers, environmental engineers

Contents

  • Preface.
  • Principles.
  • Models of Systems.
  • The Modeling Process.
  • Qualitative Model Formulation.
  • Quantitative Model Formulation: I.
  • Quantitative Model Formulation: II.
  • Numerical Techniques.
  • Parameter Estimation.
  • Model Validation
  • Model Analysis.
  • Stochastic Models.
  • Applications.
  • Photosynthesis and Plant Growth.
  • Hormonal Control in Mammals.
  • Populations and Individuals
  • Chemostats.
  • Diseases.
  • Spatial Patterns and processes.
  • Scaling Models.
  • Chaos in Biology.
  • Cellular Automata and Recursive Growth
  • Evolutionary Computation
  • Bibliography.
  • Index.
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