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Cancer Modelling and Simulation (Hardcover)
Rakesh K Jain; Edited by Luigi Preziosi; Series edited by Louis J. Gross; Contributions by Nicola Bellomo; Series edited by Suzanne Lenhart; Contributions by …
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R6,467
Discovery Miles 64 670
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Ships in 12 - 17 working days
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Tumour evolution is a complex process involving many different phenomena. Mathematical modelling and computer simulations can help us understand these phenomena, but their development requires a multidisciplinary background-one that includes an understanding of the biological phenomena involved and knowledge of the mathematical techniques used to obtain both qualitative and quantitative results.
Cancer Modelling and Simulation builds the requisite biological foundation and presents the mathematical models and methods most useful for understanding the dynamics of tumour development and growth. In chapters contributed by an interdisciplinary team of leading researchers, this book addresses the entire modelling process, from phenomenological observation to simulation and validation, through the development of mathematical models and their qualitative and quantitative study.
This treatment effectively links the analytical, mathematical, and biological aspects of tumour growth modelling to provide researchers from multiple disciplines with the common language and practical knowledge they need to break down the barriers that can hamper interdisciplinary research. Cancer Modelling and Simulation is an important contribution to the field that undoubtedly will stimulate and remain a valuable reference for continued research for many years.
Deepen students' understanding of biological phenomena
Suitable for courses on differential equations with applications
to mathematical biology or as an introduction to mathematical
biology, Differential Equations and Mathematical Biology, Second
Edition introduces students in the physical, mathematical, and
biological sciences to fundamental modeling and analytical
techniques used to understand biological phenomena. In this
edition, many of the chapters have been expanded to include new and
topical material.
New to the Second Edition
- A section on spiral waves
- Recent developments in tumor biology
- More on the numerical solution of differential equations and
numerical bifurcation analysis
- MATLAB(r) files available for download online
- Many additional examples and exercises
This textbook shows how first-order ordinary differential
equations (ODEs) are used to model the growth of a population, the
administration of drugs, and the mechanism by which living cells
divide. The authors present linear ODEs with constant coefficients,
extend the theory to systems of equations, model biological
phenomena, and offer solutions to first-order autonomous systems of
nonlinear differential equations using the Poincare phase plane.
They also analyze the heartbeat, nerve impulse transmission,
chemical reactions, and predator-prey problems. After covering
partial differential equations and evolutionary equations, the book
discusses diffusion processes, the theory of bifurcation, and
chaotic behavior. It concludes with problems of tumor growth and
the spread of infectious diseases."
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