Infectious Disease Modeling: A Hybrid System Approach (Nonlinear Systems and Complexity)
暫譯: 傳染病建模:混合系統方法(非線性系統與複雜性)

Xinzhi Liu, Peter Stechlinski

  • 出版商: Springer
  • 出版日期: 2017-03-03
  • 售價: $4,890
  • 貴賓價: 9.5$4,646
  • 語言: 英文
  • 頁數: 271
  • 裝訂: Hardcover
  • ISBN: 3319532065
  • ISBN-13: 9783319532066
  • 海外代購書籍(需單獨結帳)

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商品描述

This volume presents infectious diseases modeled mathematically, taking seasonality and changes in population behavior into account, using a switched and hybrid systems framework. The scope of coverage includes background on mathematical epidemiology, including classical formulations and results; a motivation for seasonal effects and changes in population behavior, an investigation into term-time forced epidemic models with switching parameters, and a detailed account of several different control strategies. The main goal is to study these models theoretically and to establish conditions under which eradication or persistence of the disease is guaranteed. In doing so, the long-term behavior of the models is determined through mathematical techniques from switched systems theory. Numerical simulations are also given to augment and illustrate the theoretical results and to help study the efficacy of the control schemes.


商品描述(中文翻譯)

本卷介紹了以數學模型描述的傳染病,考慮了季節性和人口行為的變化,並使用了切換和混合系統框架。內容涵蓋了數學流行病學的背景,包括經典的公式和結果;對季節性影響和人口行為變化的動機;對具有切換參數的學期強迫流行病模型的研究;以及對幾種不同控制策略的詳細說明。主要目標是理論上研究這些模型,並確立在何種條件下可以保證疾病的根除或持續存在。在此過程中,通過切換系統理論的數學技術來確定模型的長期行為。還提供了數值模擬,以增強和說明理論結果,並幫助研究控制方案的有效性。