Instance-Specific Algorithm Configuration

Name: Instance-Specific Algorithm Configuration
Brand: Springer International Publishing AG
SKU: 9783319112299
Price: 52.68 EUR
Availability: InStock

Автор: Yuri Malitsky

Език:

Корици: С твърди корици

Издател: Springer International Publishing AG

Наличност: Външен склад

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52.68 € 103.02 лв

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

Информация за книгата

Автор

Yuri Malitsky

Език

Английски език

Корици

Книга - С твърди корици

Издадена

2014

страници

134

EAN

9783319112299

ISBN

3319112295

Enbook ID

05182471

Издател

Springer International Publishing AG

Теглоt

3435

Размери

155 x 235 x 14

Пълно описание

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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Instance-Specific Algorithm Configuration

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