عنوان

A new kind of computational biology :

شابک

9789811316395

شابک

9789811316401

شابک

9811316392

شابک

9811316406

شابک اشتباه

9789811316388

شابک اشتباه

9811316384

عنوان اصلي

A new kind of computational biology :

نام عام مواد

[Book]

ساير اطلاعات عنواني

cellular automata based models for genomics and proteomics /

نام نخستين پديدآور

Parimal Pal Chaudhuri, Soumyabrata Ghosh, Adip Dutta, Somshubhro Pal Choudhury.

محل نشرو پخش و غیره

Singapore :

نام ناشر، پخش کننده و غيره

Springer,

تاریخ نشرو بخش و غیره

2018.

نام خاص و کميت اثر

1 online resource (xx, 335 pages) :

ساير جزييات

illustrations (some color)

متن يادداشت

Includes bibliographical references.

متن يادداشت

Chapter 1. Introduction to Biological Strings and Cellular Automata Preliminaries -- Chapter 2. Cellular Automata Modelling for Biological Strings -- Chapter 3. Codon String of mRNA Modelled with Cellular Automata -- Chapter 4. Developing the Cellular Automata Model for a Peptide Chain of Amino Acids -- Chapter 5. In-silico Protein Structure Synthesis and its Relevance in Biological Functions -- Chapter 6. Analysis of DNA String with Cellular Automata Framework.

بدون عنوان

0

متن يادداشت

This book reflects more than three decades of research on Cellular Automata (CA), and nearly a decade of work on the application of CA to model biological strings, which forms the foundation of 'A New Kind of Computational Biology' pioneered by the start-up, CARLBio. After a brief introduction on Cellular Automata (CA) theory and functional biology, it reports on the modeling of basic biological strings with CA, starting with the basic nucleotides leading to codon and anti-codon CA models. It derives a more involved CA model of DNA, RNA, the entire translation process for amino acid formation and the evolution of protein to its unique structure and function. In subsequent chapters the interaction of Proteins with other bio-molecules is also modeled. The only prior knowledge assumed necessary is an undergraduate knowledge of computer programming and biology. The book adopts a hands-on, "do-it-yourself" approach to enable readers to apply the method provided to derive the CA rules and comprehend how these are related to the physical 'rules' observed in biology. In a single framework, the authors have presented two branches of science - Computation and Biology. Instead of rigorous molecular dynamics modeling, which the authors describe as a Bottoms-Up model, or relying on the Top-Down new age Artificial Intelligence (AI) and Machine Language (ML) that depends on extensive availability of quality data, this book takes the best from both the Top-Down and Bottoms-up approaches and establishes how the behavior of complex molecules is represented in CA. The CA rules are derived from the basic knowledge of molecular interaction and construction observed in biological world but mapped to a few subset of known results to derive and predict results. This book is useful for students, researchers and industry practitioners who want to explore modeling and simulation of the physical world complex systems from a different perspective. It raises the inevitable the question - 'Are life and the universe nothing but a collection of continuous systems processing information'.

منبع سفارش / آدرس اشتراک

Springer Nature

شماره انبار

com.springer.onix.9789811316395

شماره استاندارد بين المللي کتاب و موسيقي

9789811316388

شماره استاندارد بين المللي کتاب و موسيقي

9789811316401

موضوع مستند نشده

Cellular automata.

موضوع مستند نشده

Computational biology.

موضوع مستند نشده

Computation by Abstract Devices.

موضوع مستند نشده

Computational Biology/Bioinformatics.

موضوع مستند نشده

Microbial Genetics and Genomics.

موضوع مستند نشده

Proteomics.

موضوع مستند نشده

Cellular automata.

موضوع مستند نشده

Computational biology.

موضوع مستند نشده

Computers-- Computer Science.

موضوع مستند نشده

Computers-- Machine Theory.

موضوع مستند نشده

Life sciences: general issues.

موضوع مستند نشده

Microbiology (non-medical)

موضوع مستند نشده

Proteins.

موضوع مستند نشده

Science-- Life Sciences-- Biochemistry.

موضوع مستند نشده

Science-- Life Sciences-- Biology-- Microbiology.

موضوع مستند نشده

User interface design & usability.

موضوع مستند نشده

COM037000

موضوع مستند نشده

UYZG

موضوع مستند نشده

UYZG

شماره

577.2: 519.68 Q 8

شماره

ويراست

شماره رده

مستند نام اشخاص تاييد نشده

Chaudhuri, Parimal Pal,1941-

مستند نام اشخاص تاييد نشده

Choudhury, Somshubhro Pal

مستند نام اشخاص تاييد نشده

Dutta, Adip

مستند نام اشخاص تاييد نشده

Ghosh, Soumyabrata

تاريخ عمليات

20200823225104.0

قواعد فهرست نويسي ( بخش توصيفي )

pn

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y