A Quest Towards a Mathematical Theory of Living Systems - Modeling and Simulation in Science, Engineering and Technology (Hardback)Nicola Bellomo (author), Abdelghani Bellouquid (author), Livio Gibelli (author), Nisrine Outada (author)
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The first chapter discusses the main features of living systems and outlines a strategy for their modeling. The following chapters then explore some of the methods needed to potentially achieve this in practice. Chapter Two provides a brief introduction to the mathematical kinetic theory of classical particles, with special emphasis on the Boltzmann equation; the Enskog equation, mean field models, and Monte Carlo methods are also briefly covered. Chapter Three uses concepts from evolutionary game theory to derive mathematical structures that are able to capture the complexity features of interactions within living systems. The book then shifts to exploring the relevant applications of these methods that can potentially be used to derive specific, usable models. The modeling of social systems in various contexts is the subject of Chapter Five, and an overview of modeling crowd dynamics is given in Chapter Six, demonstrating how this approach can be used to model the dynamics of multicellular systems. The final chapter considers some additional applications before presenting an overview of open problems. The authors then offer their own speculations on the conceptual paths that may lead to a mathematical theory of living systems hoping to motivate future research activity in the field.
A truly unique contribution to the existing literature, A Quest Toward a Mathematical Theory of Living Systems is an important book that will no doubt have a significant influence on the future directions of the field. It will be of interest to mathematical biologists, systems biologists, biophysicists, and other researchers working on understanding the complexities of living systems.
Publisher: Birkhauser Verlag AG
Number of pages: 181
Weight: 4203 g
Dimensions: 235 x 155 mm
Edition: 1st ed. 2017
"A Quest Towards a Mathematical Theory of Living Systems should prove to be an interesting book, especially for those with interests in collective behavior, emergent phenomenon, and mathematical approaches to studying such phenomena. ... I recommend this book as a point of entry into this popular field of current research in the mathematical life sciences." (Jason M. Graham, MAA Reviews, December, 2017)
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