Modeling Biological Systems

Principles and Applications

Inbunden, Engelska, 1996

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Designed for advanced undergraduate and graduate students, this textbook describes the essentials on how to create and analyze mathematical and computer simulation models. It offers a comprehensive understanding of the underlying principles as well as details and equations applicable to a wide variety of biological systems and disciplines. The text contains two major sections, principles and applications. The first section discusses the principles of biological systems with a thorough description of the modeling activities of formulation, implementation, validation, and analysis. The section of the text, covering applications, takes a closer look at the fundamental equations and problems from various biological disciplines, such as biochemistry, plant and animal physiology, and ecology.

Produktinformation

Utgivningsdatum1996-07-31
Mått155 x 235 x 27 mm
Vikt744 g
FormatInbunden
SpråkEngelska
Antal sidor473
FörlagChapman and Hall
ISBN9780412042010

Tillhör följande kategorier

Miljövetenskap och miljöpolitik inom Naturvetenskap och teknik
Biologi inom Naturvetenskap och teknik
Kemi inom Naturvetenskap och teknik
Biovetenskap inom Naturvetenskap och teknik
Djurböcker inom Djur och natur
Zoologi inom Naturvetenskap och teknik

I Principles.- 1 Models of Systems.- 2 The Modeling Process.- 3 Qualitative Model Formulation.- 4 Quantitative Model Formulation.- 5 Simulation Paradigms.- 6 Numerical Techniques.- 7 Parameter Estimation.- 8 Model Validation.- 9 Model Analysis.- 10 Stochastic Models.- II Applications.- 11 Photosynthesis and Plant Growth.- 12 Hormonal Control in Mammals.- 13 Populations and Individuals.- 14 Chemostats.- 15 Spatial Patterns and Processes.- 16 Scaling Models.- 17 Chaos in Biology.- 18 Cellular Automata and Recursive Growth.- 19 Evolutionary Computation.- 20 Complex Adaptive Systems.- References.

Throughout the book, the author aims to teach the concepts of mathematical modelling by example, allowing a full understanding of how and why mathematics is so important in biology. This is a superb introduction and complements the more technical literature... - The Biologist; Covers a broad area with wit and enthusiasm, tempered with an appropriate degree of caution...a valuable introduction...a balanced selection of references makes this a handy source text for those seeking to learn more. - Journal of Animal Ecology; The book will be useful for those readers who want to get a survey of the use of various types of models in biology. - Eur. Jnl. of Entomology, 1997; This is an excellent book for the student who wants a mathematical model but does not know how to construct one - Journal of Experimental Marine Biology and Ecology.