Название: Automated Design of Machine Learning and Search Algorithms
Автор: Nelishia Pillay, Rong Qu
Издательство: Springer
Год: 2021
Формат: True PDF, ePUB
Страниц: 205
Размер: 15 Mb
Язык: English

This book presents recent advances in automated machine learning (AutoML) and automated algorithm design and indicates the future directions in this fast-developing area. Methods have been developed to automate the design of neural networks, heuristics and metaheuristics using techniques such as metaheuristics, statistical techniques, machine learning and hyper-heuristics. The book first defines the field of automated design, distinguishing it from the similar but different topics of automated algorithm configuration and automated algorithm selection.