The LION Way: Machine Learning Plus Intelligent Optimization
by Roberto Battiti and Mauro Brunato
|Author(s):Roberto Battiti and Mauro Brunato|
|Publisher: CreateSpace Independent Publishing Platform|
|Published Date: 21 February, 2014|
|Total Pages: 326|
About the book The LION Way: Machine Learning Plus Intelligent Optimization
The LION Way: Machine Learning Plus Intelligent Optimization is a COMPUTER ENGINEERING book which was published by CreateSpace Independent Publishing Platform on 21 February, 2014 . Roberto Battiti and Mauro Brunato is the author of this book. This book is written in English and has 326 number of pages.
Learning and Intelligent Optimization (LION) is the combination of learning from data and optimization applied to solve complex and dynamic problems. The LION way is about increasing the automation level and connecting data directly to decisions and actions The interplay between optimization and machine learning is one of the most important developments in modern computational science. Optimization formulations and methods are proving to be vital in designing algorithms to extract essential knowledge from huge volumes of data. Machine learning, however, is not simply a consumer of optimization technology but a rapidly evolving field that is itself generating new optimization ideas. The LION Way: Machine Learning Plus Intelligent Optimization captures the state of the art of the interaction between optimization and machine learning in a way that is accessible to researchers in both fields. Optimization approaches have enjoyed prominence in machine learning because of their wide applicability and attractive theoretical properties.