國立虎尾科技大學 |

Infogenomics = the informational analysis of genomes /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Infogenomics/ by Vincenzo Manca, Vincenzo Bonnici.
其他題名:	the informational analysis of genomes /
作者:	Manca, Vincenzo.
其他作者:	Bonnici, Vincenzo.
出版者:	Cham :Springer Nature Switzerland : : 2023.,
面頁冊數:	xiii, 287 p. :illustrations (chiefly color), digital ; : 24 cm.;
Contained By:	Springer Nature eBook
標題:	Computational and Systems Biology. -
電子資源:	https://doi.org/10.1007/978-3-031-44501-9
ISBN:	9783031445019

Infogenomics = the informational analysis of genomes /
Manca, Vincenzo.

Infogenomicsthe informational analysis of genomes /[electronic resource] :by Vincenzo Manca, Vincenzo Bonnici. - Cham :Springer Nature Switzerland :2023. - xiii, 287 p. :illustrations (chiefly color), digital ;24 cm. - Emergence, complexity and computation,v. 482194-7295 ;. - Emergence, complexity and computation ;v.5..

The Infogenomics Perspective -- Basic Concepts -- Information Theory -- Informational Genomics -- Information and Randomness -- Life Intelligence -- Introduction to Python -- Laboratory in Python.

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.

ISBN: 9783031445019

Standard No.: 10.1007/978-3-031-44501-9doiSubjects--Topical Terms:

1365723
Computational and Systems Biology.

LC Class. No.: QH447

Dewey Class. No.: 572.86

Infogenomics = the informational analysis of genomes /
LDR:03013nam a2200337 a 4500 001 1119776
003 DE-He213
005 20231116200019.0
006 m d
007 cr nn 008maaau
008 240612s2023 sz s 0 eng d
020 $a 9783031445019 $q (electronic bk.)
020 $a 9783031445002 $q (paper)
024 7 $a 10.1007/978-3-031-44501-9 $2 doi
035 $a 978-3-031-44501-9
040 $a GP $c GP
041 0 $a eng
050 4 $a QH447
072 7 $a UYQ $2 bicssc
072 7 $a TEC009000 $2 bisacsh
072 7 $a UYQ $2 thema
082 0 4 $a 572.86 $2 23
090 $a QH447 $b .M268 2023
100 1 $a Manca, Vincenzo. $3 1075339
245 1 0 $a Infogenomics $h [electronic resource] : $b the informational analysis of genomes / $c by Vincenzo Manca, Vincenzo Bonnici.
260 $a Cham : $c 2023. $b Springer Nature Switzerland : $b Imprint: Springer,
300 $a xiii, 287 p. : $b illustrations (chiefly color), digital ; $c 24 cm.
490 1 $a Emergence, complexity and computation, $x 2194-7295 ; $v v. 48
505 0 $a The Infogenomics Perspective -- Basic Concepts -- Information Theory -- Informational Genomics -- Information and Randomness -- Life Intelligence -- Introduction to Python -- Laboratory in Python.
520 $a 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.
650 2 4 $a Computational and Systems Biology. $3 1365723
650 2 4 $a Mathematical and Computational Engineering Applications. $3 1387767
650 1 4 $a Computational Intelligence. $3 768837
650 0 $a Genomes. $3 600075
650 0 $a Genomics. $3 578973
700 1 $a Bonnici, Vincenzo. $3 1434655
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
830 0 $a Emergence, complexity and computation ; $v v.5. $3 1019415
856 4 0 $u https://doi.org/10.1007/978-3-031-44501-9
950 $a Intelligent Technologies and Robotics (SpringerNature-42732)