Mathematical Concepts and Methods in Modern Biology: Using Modern Discrete Models
暫譯: 現代生物學中的數學概念與方法:使用現代離散模型
Robeva, Raina
- 出版商: Academic Press
- 出版日期: 2026-03-20
- 售價: $4,450
- 貴賓價: 9.5 折 $4,227
- 語言: 英文
- 頁數: 446
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 0443296529
- ISBN-13: 9780443296529
-
相關分類:
離散數學 Discrete-mathematics
海外代購書籍(需單獨結帳)
商品描述
Mathematical Concepts and Methods in Modern Biology: Using Modern Discrete Models, Second Edition presents an updated, quantitative framework for analyzing, predicting, and modulating complex biological systems. Structured around project-based learning and problem-solving, it integrates essential mathematical concepts and methods in the context of key biological questions. Topics include gene regulatory and neuronal networks, CpG islands, plant population growth, interacting populations, phylogenetics, and phylogenomics. Modeling tools span discrete dynamical systems (including deterministic and stochastic Boolean networks), ordinary differential equations, projection matrices, agent-based modeling, polynomial ideals, Gröbner bases, tropical algebra, and other algebraic approaches. Computation is supported by a range of software tools, including some developed for this book, as well as open source, freely available, and proprietary platforms. Updated code examples and step-by-step instructions illustrate software use, making this a valuable resource for health professionals, scientists, researchers, and students in related fields.
商品描述(中文翻譯)
《現代生物學中的數學概念與方法:使用現代離散模型(第二版)》提供了一個更新的定量框架,用於分析、預測和調節複雜的生物系統。該書以專案為基礎的學習和問題解決為結構,將基本的數學概念和方法整合在關鍵生物問題的背景下。主題包括基因調控網絡和神經網絡、CpG 島、植物種群增長、相互作用的種群、系統發生學和基因組發生學。建模工具涵蓋離散動態系統(包括確定性和隨機布爾網絡)、常微分方程、投影矩陣、基於代理的建模、多項式理想、Gröbner 基底、熱帶代數及其他代數方法。計算由一系列軟體工具支持,包括為本書開發的一些工具,以及開源、免費和專有平台。更新的程式碼範例和逐步指導說明了軟體的使用,使本書成為健康專業人員、科學家、研究人員和相關領域學生的寶貴資源。