The LIONbook on machine learning and optimization, written by two of our co-founders, is provided free on a chapter by chapter basis for personal and non-profit usage:
Roberto Battiti, Mauro Brunato.
The LION Way: Machine Learning plus Intelligent Optimization.
Lionsolver, Inc. 2013.
Chapters 1 and 2
Introduction and nearest neighbors
Learning requires a method
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