Marwala T. Handbook Of Machine Learning.Vol 2.Optimization..2019

Textbook in PDF format

Building on Handbook of Machine Learning - Volume 1: Foundation of Artificial Intelligence , this volume on Optimization and Decision Making covers a range of algorithms and their applications. Like the first volume, it provides a starting point for machine learning enthusiasts as a comprehensive guide on classical optimization methods. It also provides an in-depth overview on how artificial intelligence can be used to define, disprove or validate economic modeling and decision making concepts