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Twd a Math Theo of Complex Biologic Sys

by Bianca C

Mathematical models of biological systems

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Hardcover New English

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AlbakiReads Editorial

Mathematical models of biological systems

This monograph develops a mathematical framework for complex biological systems, with particular attention to ageing, tissue degeneration and repair. It addresses challenges in modeling living matter, including heterogeneous behavior, competition, mutation, learning and evolution. A central feature is a class of integro-differential equations intended for use across molecular, cellular and tissue scales. Case studies in biological modeling accompany the theoretical approach, linking the mathematical methods to examples of living systems. The book also discusses individual self-repair actions in tissues and their potential relevance to medical therapy, presenting that connection as part of its modeling scope rather than as clinical guidance.

Good fit for readers who enjoy

  • Applied mathematicians working on biological or living systems
  • Readers interested in mathematical modeling across molecular, cellular and tissue scales
  • Researchers exploring mathematical approaches to ageing, tissue damage and repair

Themes

Mathematical modeling of biological systemsAgeing, degeneration and tissue repairHeterogeneity, competition and evolution in living matter

Based on publisher information and book metadata.

Book overview

This monograph has the ambitious aim of developing a mathematical theory of complex biological systems with special attention to the phenomena of ageing, degeneration and repair of biological tissues under individual self-repair actions that may have good potential in medical therapy.The approach to mathematically modeling biological systems needs to tackle the additional difficulties generated by the peculiarities of living matter. These include the lack of invariance principles, abilities to express strategies for individual fitness, heterogeneous behaviors, competition up to proliferative and/or destructive actions, mutations, learning ability, evolution and many others.Applied mathematicians in the field of living systems, especially biological systems, will appreciate the special class of integro-differential equations offered here for modeling at the molecular, cellular and tissue scales. A unique perspective is also presented with a number of case studies in biological modeling.
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