This book focuses on machine learning (ML) assisted evolutionary multi- and many-objective optimization (EMâO). Finally, this book shares insightful perspectives on the future potential for ML based enhancements in the EMâOA domain.To aid readers, the book includes working codes for the developed algorithms.