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This book consists of three parts. The first part provides an introduction to the foundations of property testing. The second part studies the testing of specific properties on strings, graphs, functions, and constraint satisfaction problems. Vectors and matrices over real numbers are also covered. The third part is more advanced and explains general conditions, including full characterizations, under which properties are constant-query testable.
The first and second parts of the book are intended for first-year graduate students in computer science. They should also be accessible to undergraduate students with the adequate background. The third part can be used by researchers or ambitious graduate students who want to gain a deeper theoretical understanding of property testing.
This book consists of three parts. The first part provides an introduction to the foundations of property testing. The second part studies the testing of specific properties on strings, graphs, functions, and constraint satisfaction problems. Vectors and matrices over real numbers are also covered. The third part is more advanced and explains general conditions, including full characterizations, under which properties are constant-query testable.
The first and second parts of the book are intended for first-year graduate students in computer science. They should also be accessible to undergraduate students with the adequate background. The third part can be used by researchers or ambitious graduate students who want to gain a deeper theoretical understanding of property testing.
Yuichi Yoshida received a Ph.D. from Kyoto University in 2012 and is currently an associate professor at National Institute of Informatics, Japan. He is awarded JSPS Ikushi Prize in 2012 and the Commendation for Science and Technology by the Minister of Education, Culture, Sports, Science and Technology (The Young Scientists' Prize) in 2017. His research interest is theoretical foundation of big data.
Introduces important results and techniques in property testing
Shows characterizations of constant-query testable properties
Written in a self-contained style
| Erscheinungsjahr: | 2023 |
|---|---|
| Genre: | Importe, Informatik |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Taschenbuch |
| Inhalt: |
xix
427 S. 13 s/w Illustr. 427 p. 13 illus. |
| ISBN-13: | 9789811686245 |
| ISBN-10: | 9811686246 |
| Sprache: | Englisch |
| Einband: | Kartoniert / Broschiert |
| Autor: |
Yoshida, Yuichi
Bhattacharyya, Arnab |
| Auflage: | 1st edition 2022 |
| Hersteller: |
Springer Singapore
Springer Nature Singapore |
| Verantwortliche Person für die EU: | Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com |
| Maße: | 279 x 210 x 25 mm |
| Von/Mit: | Yuichi Yoshida (u. a.) |
| Erscheinungsdatum: | 10.03.2023 |
| Gewicht: | 1,084 kg |
Yuichi Yoshida received a Ph.D. from Kyoto University in 2012 and is currently an associate professor at National Institute of Informatics, Japan. He is awarded JSPS Ikushi Prize in 2012 and the Commendation for Science and Technology by the Minister of Education, Culture, Sports, Science and Technology (The Young Scientists' Prize) in 2017. His research interest is theoretical foundation of big data.
Introduces important results and techniques in property testing
Shows characterizations of constant-query testable properties
Written in a self-contained style
| Erscheinungsjahr: | 2023 |
|---|---|
| Genre: | Importe, Informatik |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Taschenbuch |
| Inhalt: |
xix
427 S. 13 s/w Illustr. 427 p. 13 illus. |
| ISBN-13: | 9789811686245 |
| ISBN-10: | 9811686246 |
| Sprache: | Englisch |
| Einband: | Kartoniert / Broschiert |
| Autor: |
Yoshida, Yuichi
Bhattacharyya, Arnab |
| Auflage: | 1st edition 2022 |
| Hersteller: |
Springer Singapore
Springer Nature Singapore |
| Verantwortliche Person für die EU: | Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com |
| Maße: | 279 x 210 x 25 mm |
| Von/Mit: | Yuichi Yoshida (u. a.) |
| Erscheinungsdatum: | 10.03.2023 |
| Gewicht: | 1,084 kg |
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