Automated Design of Machine Learning and Search AlgorithmsКНИГИ » ПРОГРАММИНГ
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.
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Automated Design of Machine Learning and Search Algorithms 
