Instance-Specific Algorithm Configuration

Name: Instance-Specific Algorithm Configuration
Brand: Springer International Publishing AG
SKU: 9783319112299
Price: 277.38 RON
Availability: InStock

Autor: Yuri Malitsky

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Legare: Copertă tare

Editura: Springer International Publishing AG

Disponibilitate: În depozitul extern

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277.38 lei

This book presents a modular and expandable technique in the rapidly emerging research area of autom...

Informații despre carte

Autor

Yuri Malitsky

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2014

Pagini

134

EAN

9783319112299

ISBN

3319112295

Enbook ID

05182471

Editura

Springer International Publishing AG

Greutate

3435

Dimensiuni

155 x 235 x 14

Descriere completă

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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