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Collective Behavior In Systems Biology - 1st Edition - ISBN: 9780128171288, 9780128173374

Collective Behavior In Systems Biology

1st Edition

A Primer on Modeling Infrastructure

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Author: Assaf Steinschneider
Paperback ISBN: 9780128171288
eBook ISBN: 9780128173374
Imprint: Academic Press
Published Date: 5th September 2019
Page Count: 260
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Description

Collective Behavior In Systems Biology: A Primer on Modeling Infrastructure offers a survey of established and emerging methods for quantifying process behavior in cellular systems. It introduces and applies mathematics and related abstract methods to processes in biological systems - why they are used, how they work, and what they mean. Emphasizing differential equations in an interdisciplinary approach, this book discusses infrastructure for kinetic modeling, technological system and control theories, optimization, and process behavior in cellular networks. The knowledge that the reader gains will be valuable for entering and keeping up with a rapidly developing discipline.

Key Features

  • Introduces basics of mathematical and abstract methods for understanding, predicting, and modifying collective behavior in cellular systems
  • Targets biomedical professionals as well as computational specialists who are willing to take advantage of novel high-throughput data acquisition technologies

Readership

Graduate students in systems biology; researchers with biological/biomedical background willing to learn computational modelling

Table of Contents

1. Change/differential equations
2. Consensus/linear algebra
3. Alternative infrastructure/series, numerical methods
4. Systems/input into output
5. Managing processes/control
6. Best choices/optimization
7. Chance encounters/random processes
8. Organized behavior/networks

Details

No. of pages:
260
Language:
English
Copyright:
© Academic Press 2020
Published:
5th September 2019
Imprint:
Academic Press
Paperback ISBN:
9780128171288
eBook ISBN:
9780128173374

About the Author

Assaf Steinschneider

Since childhood Dr. Steinschneider had been interested in general biology and chemistry, later on focusing more on plant and microbiology, genetics, and especially biochemistry. Having earned a BSc in agriculture and a PhD in molecular biology, his professional life was centered on research in a wide range of molecular life sciences at leading research universities in the United States and abroad where he also taught undergraduate- and graduate-level courses. His interests were in the infrastructure for investigating collective behavior in cellular systems and their processes.

Affiliations and Expertise

Former Head of Protein Sequencing and Synthesis Laboratory, University of Illinois, Chicago, IL, United States

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