Group Testing: An Information Theory Perspective (Foundations and Trends(r) in Communications and Information)

Idioma: inglés

Editorial: Now Publishers, 2019

1680835963 / 9781680835960

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Librería: Leopolis, Kraków, PoloniaLeopolis

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Vendedor de IberLibro desde 6 de enero de 2016

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Descripción del artículo del vendedor

8vo (23.5 cm). VIII, 200 pp. Laminated wrappers. "Group testing emerged as an area for research from the need for the US Government to screen recruits in the second world war for syphilis. Obviously rather than testing each recruit, a more efficient method involving the minimal number of tests was required. The central problem of group testing is thus: Given a number of items and a number of defectives, how many tests are required to accurately discover the defective items, and how can this be achieved? Group testing has since found applications in medical testing, biology, telecommunications, information technology, data science, and more. The focus of this survey is on the non-adaptive setting of group testing. In this setting, the test pools are designed in advance enabling them to be implemented in parallel. The survey gives a comprehensive and thorough treatment of the subject from an information theoretic perspective. It covers several related developments: efficient algorithms with practical storage and computation requirements, achievability bounds for optimal decoding methods, and algorithm-independent converse bounds. It assesses the theoretical guarantees not only in terms of scaling laws, but also in terms of the constant factors, leading to the notion of the rate of group testing, indicating the amount of information learned per test. Considering both noiseless and noisy settings, it identifies several regimes where existing algorithms are provably optimal or near-optimal, as well as regimes where there remains greater potential for improvement. This monograph is an accessible treatment of an important topic for researchers and students in Information Theory." (publisher's description).…

N° de ref. del artículo 008563

Título
Group Testing: An Information Theory Perspective (Foundations and Trends(r) in Communications and Information)
Autor
Aldridge, Matthew; Johnson, Oliver; Scarlett, Jonathan
Editorial
Now Publishers
Año de publicación
2019
Estado
New
Encuadernación
Soft cover
Idioma
inglés
ISBN 10
1680835963
ISBN 13
9781680835960
Catálogos de vendedores
Computer science, Science

Leopolis

Kraków, Polonia

Vendedor de 5 estrellas

Vendedor de IberLibro desde 6 de enero de 2016

Tarifas de envío de Polonia a Estados Unidos de America

ArtículoDe 5 a 10 días hábilesDe 5 a 10 días hábiles
Primer artículoEUR 65,00EUR 65,00
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Descripción de la tienda

Specializing in mathematical sciences, Church Slavonic and Slavic books, Eastern European history, travels and topography, bibliography, history and art of the book, history of libraries and collections

Información empresarial del vendedor

Leopolis Volodymyr Dmyterko

Krowoderska 33 / 7A
Kraków, Polonia 31141