Collective Behaviour in Systems Biology: A Primer on Modelling Infrastructure presents useful knowledge for a systematic understanding of the modelling framework in various contexts and provides insights to build models to quantitatively understand biological processes. It provides a basic understanding on why and how the theoretical methods work and their scientific meaning, relating both mathematics as well as input from biological fields in their various applications.
The book discusses topics such as differential equations, systems input into output, systemic processes management, optimization, and organized behaviours and networks. The content is written didactically and with emphasis on interdisciplinary approaches in order to help the reader easily apply the knowledge obtained to their researches.
This book is a valuable source for several members of biomedical field who wants to learn more about mathematical and computational modelling, especially on systemic collective behaviour.
- Presents mathematical and abstract systems methods for the study of biological cell processes in their context
- Provides knowledge on quantitative understanding of the interplay between biological interactions and quantitatively predict experimental observations
- Explains didactically modelling structure for biomedical researchers who want to learn computational methods to take advantage of novel high-throughput data acquisition technologies available
Graduate students in systems biology; researchers with biological/biomedical background willing to learn computational modelling
1. Change/Differential Equations
2. Consensus/Linear Algebra
3. Alternative Infrastructure /Series, Numeric Methods
4. Systems/Input into Output
5. Managing Processes/Control
6. Best Choices / Optimization
7. Chance Encounters/Random Processes
8. Organized Behavior/Networks
- No. of pages:
- © Academic Press 2019
- 3rd August 2019
- Academic Press
- Paperback ISBN:
Since childhood Dr. Steinschneider has been interested in general biology and chemistry, later on focusing more on plant and microbiology, genetics, and especially biochemistry. His professional education in biology is wide ranging including a BSc in organism level agriculture and a PhD in molecular biology. His practical involvement began in raising fruit crops and centred on molecular level research in various aspects of cell biology. He has taught in advanced undergraduate and graduate level courses at leading research universities in the US and abroad. For many years Dr. Steinschneider has been interested in collective behaviour of cellular constituents starting with multienzyme systems, and more recently other aspects of systems biology.
Retired Head of Protein Sequencing and Synthesis Laboratory, University of Illinois, Chicago, USA