Infogenomics: The Informational Analysis of Genomes
暫譯: 資訊基因組學:基因組的資訊分析
Manca, Vincenzo, Bonnici, Vincenzo
- 出版商: Springer
- 出版日期: 2024-11-17
- 售價: $5,760
- 貴賓價: 9.5 折 $5,472
- 語言: 英文
- 頁數: 287
- 裝訂: Quality Paper - also called trade paper
- ISBN: 3031445031
- ISBN-13: 9783031445033
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商品描述
The book presents a conceptual and methodological basis for the mathematical and computational analysis of genomes.
Genomes are containers of biological information, which direct the cell functions and the evolution of organisms. Combinatorial, probabilistic, and informational aspects are fundamental ingredients of any mathematical investigation of genomes aimed at providing mathematical principles for extracting the information that they contain.
The topics presented in the book include research themes developed by authors in the last 15 years, and in many aspects, the book continues a preceding volume (Vincenzo Manca, Infobiotics: Information in biotic systems, Springer, 2013). The main inspiring idea of the book is an informational perspective to Genomics. Information is the most recent, among the fundamental mathematical and physical concepts developed in the last two centuries. It has revolutionized the whole science and continues, in this direction, to dominate the trends of the contemporary science. In fact, any discipline collects data from observations, by providing theories able to explain, predict, and dominate natural phenomena. But data are containers of information, whence information is essential in any scientific elaboration.Many open problems in deciphering genomes will be addressed, by showing an informational approach to the discovery of "genome languages", according to which genomic texts are written. Life strategies, at many levels of organization, are encoded in these texts, and randomness has a crucial role in the birth and in the development of biological information, where the interplay of casualty and computation is probably the most secret key of life intelligence.
商品描述(中文翻譯)
本書提供了基於概念和方法論的基礎,用於基因組的數學和計算分析。
基因組是生物信息的容器,指導細胞功能和生物體的演化。組合、概率和信息方面是任何針對基因組的數學研究的基本要素,旨在提供提取其所包含信息的數學原則。
本書中呈現的主題包括作者在過去15年中發展的研究主題,在許多方面,本書延續了前一卷(Vincenzo Manca, Infobiotics: Information in biotic systems, Springer, 2013)。本書的主要啟發思想是從信息的角度看基因組學。信息是過去兩個世紀中發展出的基本數學和物理概念中最新的,它徹底改變了整個科學,並在這個方向上繼續主導當代科學的趨勢。事實上,任何學科都從觀察中收集數據,提供能夠解釋、預測和主導自然現象的理論。但數據是信息的容器,因此信息在任何科學研究中都是至關重要的。
許多解碼基因組的未解決問題將被討論,通過展示一種信息方法來發現“基因組語言”,根據這種語言,基因組文本是以何種方式編寫的。生命策略在多個組織層次中都被編碼在這些文本中,而隨機性在生物信息的誕生和發展中扮演著關鍵角色,其中偶然性和計算的相互作用可能是生命智慧的最秘密關鍵。