Faithin Omaha eBook Collection

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

Computational and theoretical open problems in optimization, computational geometry, data science, logistics, statistics, supply chain modeling, and data analys

This volume brings together the main results in the field of Bayesian Optimization (BO), focusing on the last ten years and showing how, on the basic framework,

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

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