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Książka Instance-Specific Algorithm Configuration Yuri Malitsky

Instance-Specific Algorithm Configuration

Autor: Yuri Malitsky
Język: Angielski
Oprawa: Twarda
Wydawca: Springer International Publishing AG
Dostępność: Dostępna u dostawcy
Wysyłamy za 10-13 dni
212.57 zł
This book presents a modular and expandable technique in the rapidly emerging research area of autom...

Informacje o książce

Autor
Yuri Malitsky
Język
Angielski
Oprawa
Książka - Twarda
Data wydania
2014
strony
134
EAN
9783319112299
ISBN
3319112295
Enbook ID
05182471
Wydawca
Springer International Publishing AG
Waga
3435
Wymiary
155 x 235 x 14

Pełny opis

This book presents a modular and expandable technique in the rapidly emerging research area of automatically configuring or selecting the best algorithm for the instance at hand. The author presents the basic model behind ISAC and then details a number of modifications and practical applications. In particular, he addresses automated feature generation, offline algorithm configuration for portfolio generation, algorithm selection, adaptive solvers, online tuning, and parallelization.§§The book will be of interest to researchers and practitioners in artificial intelligence, in particular in the area of machine learning and constraint programming.§

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