A concise text that presents and analyzes the fundamental techniques and methods in optimization that are useful in data science.

Combinatorial data analysis (CDA) refers to a wide class of methods for the study of relevant data sets in which the arrangement of a collection of objects is a

The main objective of this book is to provide the necessary background to work with big data by introducing some novel optimization algorithms and codes capable

The significance and originality of this book derive from its novel approach to those optimization problems in which an active set strategy leads to a finite al

Connecting theory with practice, this systematic and rigorous introduction covers the fundamental principles, algorithms and applications of key mathematical mo