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Algorithms

Af: Panos Louridas Engelsk Paperback

Algorithms

Af: Panos Louridas Engelsk Paperback
Tjek vores konkurrenters priser
An accessible introduction to algorithms, explaining not just what they are but how they work, with examples from a wide range of application areas.

Digital technology runs on algorithms, sets of instructions that describe how to do something efficiently. Application areas range from search engines to tournament scheduling, DNA sequencing, and machine learning. Arguing that every educated person today needs to have some understanding of algorithms and what they do, in this volume in the MIT Press Essential Knowledge series, Panos Louridas offers an introduction to algorithms that is accessible to the nonspecialist reader. Louridas explains not just what algorithms are but also how they work, offering a wide range of examples and keeping mathematics to a minimum.

After discussing what an algorithm does and how its effectiveness can be measured, Louridas covers three of the most fundamental applications areas: graphs, which describe networks, from eighteenth-century problems to today''s social networks; searching, and how to find the fastest way to search; and sorting, and the importance of choosing the best algorithm for particular tasks. He then presents larger-scale applications: PageRank, Google''s founding algorithm; and neural networks and deep learning. Finally, Louridas describes how all algorithms are nothing more than simple moves with pen and paper, and how from such a humble foundation rise all their spectacular achievements.

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An accessible introduction to algorithms, explaining not just what they are but how they work, with examples from a wide range of application areas.

Digital technology runs on algorithms, sets of instructions that describe how to do something efficiently. Application areas range from search engines to tournament scheduling, DNA sequencing, and machine learning. Arguing that every educated person today needs to have some understanding of algorithms and what they do, in this volume in the MIT Press Essential Knowledge series, Panos Louridas offers an introduction to algorithms that is accessible to the nonspecialist reader. Louridas explains not just what algorithms are but also how they work, offering a wide range of examples and keeping mathematics to a minimum.

After discussing what an algorithm does and how its effectiveness can be measured, Louridas covers three of the most fundamental applications areas: graphs, which describe networks, from eighteenth-century problems to today''s social networks; searching, and how to find the fastest way to search; and sorting, and the importance of choosing the best algorithm for particular tasks. He then presents larger-scale applications: PageRank, Google''s founding algorithm; and neural networks and deep learning. Finally, Louridas describes how all algorithms are nothing more than simple moves with pen and paper, and how from such a humble foundation rise all their spectacular achievements.

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Produktdetaljer
Sprog: Engelsk
Sider: 424
ISBN-13: 9780262539029
Indbinding: Paperback
Udgave:
ISBN-10: 0262539020
Kategori: Algoritmer og datastrukturer
Udg. Dato: 18 aug 2020
Længde: 24mm
Bredde: 176mm
Højde: 126mm
Forlag: MIT Press Ltd
Oplagsdato: 18 aug 2020
Forfatter(e): Panos Louridas
Forfatter(e) Panos Louridas

Kategori Algoritmer og datastrukturer

ISBN-13 9780262539029

Sprog Engelsk

Indbinding Paperback

Sider 424

Udgave

Længde 24mm

Bredde 176mm

Højde 126mm

Udg. Dato 18 aug 2020

Oplagsdato 18 aug 2020

Forlag MIT Press Ltd