Machine Learning Assisted Evolutionary Multi- and Many- Objective Optimization
English | 2024 | ISBN: 9819920957 | 259 Pages | PDF EPUB (True) | 34 MB
English | 2024 | ISBN: 9819920957 | 259 Pages | PDF EPUB (True) | 34 MB
This book focuses on machine learning (ML) assisted evolutionary multi- and many-objective optimization (EMâO). EMâO algorithms, namely EMâOAs, iteratively evolve a set of solutions towards a good Pareto Front approximation. The availability of multiple solution sets over successive generations makes EMâOAs amenable to application of ML for different pursuits.