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Könyv Instance-Specific Algorithm Configuration Yuri Malitsky

Instance-Specific Algorithm Configuration

Szerző: Yuri Malitsky
Nyelv: Angol
Kötés: Kemény kötésű
Kiadó: Springer International Publishing AG
Elérhetőség: Beszállítói készleten
Küldés 10-13 napon belül
19 373 Ft
This book presents a modular and expandable technique in the rapidly emerging research area of autom...

Információk a könyvről

Szerző
Yuri Malitsky
Nyelv
Angol
Kötés
Könyv - Kemény kötésű
Kiadva
2014
oldal
134
EAN
9783319112299
ISBN
3319112295
Enbook ID
05182471
Kiadó
Springer International Publishing AG
Súly
3435
Méretek
155 x 235 x 14

Teljes leírás

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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