Modeling Dynamic Biological Systems
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Beschreibung
Many biologists and ecologists have developed models that find widespread use in theoretical investigations and in applications to organism behavior, disease control, population and metapopulation theory, ecosystem dynamics, and environmental management. This book captures and extends the process of model development by concentrating on the dynamic aspects of these processes and by providing tools that virtually anyone with basic knowledge in the Life Sciences can use to develop meaningful dynamic models. Examples of the systems modeled in the book range from models of cell development, the beating heart, the growth and spread of insects, spatial competition and extinction, to the spread and control of epidemics, including the conditions for the development of chaos.
Key Features
· Easy-to-learn and easy-to-use software
· Includes examples from many subdisciplines of biology, covering models of cells, organisms, populations, and metapopulations
· No prior computer or programming experience required
Key Benefits
· Learn how to develop modeling skills and system thinking on your own rather than use models developed by others
· Easily run models under alternative assumptions and investigate the implications of these assumptions for the dynamics of the biological system being modeled
· Develop skills to assess the dynamics of biological systems
Many biologists and ecologists have developed models that find widespread use in theoretical investigations and in applications to organism behavior, disease control, population and metapopulation theory, ecosystem dynamics, and environmental management. This book captures and extends the process of model development by concentrating on the dynamic aspects of these processes and by providing the tools such that virtually anyone with basic knowledge in the Life Sciences can develop meaningful dynamic models. Examples of the systems modeled in the book range from models of cell development, the beating heart, the growth and spread of insects, spatial competition and extinction, to the spread and control of epidemics, including the conditions for the development of chaos. Key features: - easy-to-learn and easy-to-use software - examples from many subdisciplines of biology, covering models of cells, organisms, populations, and metapopulations - no prior computer or programming experience required Key benefits: - learn how to develop modeling skills and system thinking on your own rather than use models developed by others - be able to easily run models under alternative assumptions and investigate the implications of these assumptions for the dynamics of the biological system being modeled - develop skills to assess the dynamics of biological systems
This updated volume teaches computer modeling of biological systems using models created with STELLA software Examples of systems modeled include cell development, the beating heart, and the spread and control of epidemics Includes easy-to-use software modules that require no prior experience to use Includes supplementary material: sn.pub/extras
Autor*in
Bruce Hannon
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“I found this book to be a delightful introduction to symbolic programming using STELLA. … I would recommend this text to a reader interested in model development using symbolic programming tasks.” (Megan Sawyer, MAA Reviews, October, 2015)
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