Mathematical Structures of Epidemic Systems

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出版者: 作者:Capasso, Vincenzo 出品人: 页数:300 译者: 出版时间:2008-8 价格:$ 79.04 装帧: isbn号码:9783540565260 丛书系列:
图书标签
  • Epidemiology
  • Mathematical Modeling
  • Disease Dynamics
  • Network Science
  • Compartmental Models
  • Differential Equations
  • Stability Analysis
  • Bifurcation Theory
  • Infectious Disease
  • Public Health
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具体描述

Mathematical modelling of communicable diseases has in the past decades been the subject of intense research activity, on the part of both epidemiologists and biomathematicians; nonlinear forces of infection, spatial structure, age structure and other relevant features have been integrated to make the models more and more realistic and useful in prediction and control. The author's perspective in this book is that there is a concrete possibility of classifying most of the available models according to their mathematical structure, so to obtain a solid framework for analysing the behaviour of the modelled epidemic systems. This monograph suggests a possible classification of a large amount of models (bilinear, nonlinear, with or without structure), based on the Lyapunov stability theory and the theory of order preserving dynamical systems. The volume contains an original presentation of many worked out examples and case studies, mainly based on the author's experience, fully integrated with the exposition of the theory. It also contains a revisit of the most recent advances in the modelling of epidemics, including HIV/AIDS. Two appendices have been added for the ease of non-mathematicians. This monograph may be viewed as a research monograph for mathematically-oriented epidemiologists and for applied mathematicians. However, the detailed presentation of the methods make it a self-contained introduction to the mathematical modelling of infectious diseases so that it may also be used as a textbook in advanced courses of mathematical modelling in Biology and Medicine. The long and updated list of references makes this monograph a valuable survey of the subject. In this second printing of the book the author has corrected all detected misprints, and updated the bibliography items.

《Mathematical Structures of Epidemic Systems》是一本深入探索疾病传播与其背后复杂数学规律之间关系的学术著作。这本书旨在系统地呈现各种流行病模型的理论框架,帮助读者理解这些模型如何通过数学工具解析传染过程中的动态变化。书中详细介绍了从简单的微分方程到更为复杂的网络模型的演变过程,并结合实例揭示了这些理论在实际应用中的价值。 作者采用了一种逻辑清晰、内容丰富的方式,详细解析了不同类型的数学结构是如何被用来描述疫情的传播路径与模式。书中不仅涵盖了经典的传染数和基本再生数等核心参数,还深入探讨了空间建模和个体行为建模在提高预测准确性的重要性。通过丰富的案例研究,作者展示了这些数学方法如何帮助科学家和公共卫生专家更好地制定应对策略。 此外,这本书特别注重理论与实践的结合,提供大量图表、公式推导及分析工具,使读者能够深入理解复杂概念并将其应用到实际情境中。这种详尽的内容结构,旨在为研究人员、教育工作者以及对传染病监测和控制感兴趣的人士提供全面且可靠的参考。 书中还强调了跨学科合作的重要性,引入社会学、人口统计学等领域的知识,为数学模型与现实问题之间的桥梁搭建提供了理论支持。作者通过清晰的逻辑流和精细的语言,让读者不仅能掌握专业术语,还能理解背后的科学原理。这些内容使这本书成为研究流行病学与数学建模交叉领域的重要资源。 《Mathematical Structures of Epidemic Systems》不仅仅是一部技术性的文献,更是一个系统性地阐明疾病传播复杂性的著作,它强调了数学思维在应对全球健康挑战中的关键作用。这本书适合那些希望深入了解流行病学理论基础及其应用的人士,无论是学生、研究人员还是政策制定者,都能从中获得有价值的指导和启示。通过全面的内容与深刻的分析,这本书无疑为读者打开了理解复杂传染系统的新窗口。

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