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Instance-Specific Algorithm Configuration

Jezik EngleskiEngleski
Knjiga Tvrdi uvez
Knjiga Instance-Specific Algorithm Configuration Yuri Malitsky
Libristo kod: 05182471
Nakladnici Springer International Publishing AG, studeni 2014
This book presents a modular and expandable technique in the rapidly emerging research area of autom... Cijeli opis
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51.73 €
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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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Informacije o knjizi

Puni naziv Instance-Specific Algorithm Configuration
Autor Yuri Malitsky
Jezik Engleski
Uvez Knjiga - Tvrdi uvez
Datum izdanja 2014
Broj stranica 134
EAN 9783319112299
ISBN 3319112295
Libristo kod 05182471
Nakladnici Springer International Publishing AG
Težina 3435
Dimenzije 155 x 235 x 14

Kategorija

Technology, Engineering, Agriculture > Electronics & communications engineering > Electronics engineering > Automatic control engineering > Robotics
Computing & Information Technology > Computer science > Mathematical theory of computation > Maths for computer scientists
Computing & Information Technology > Computer science > Artificial intelligence > Machine learning
Mathematics & Science > Mathematics > Optimization
Mathematics & Science > Mathematics > Combinatorics & graph theory
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