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Hardcover Machine Learning Assisted Evolutionary Multi- And Many- Objective Optimization Book

ISBN: 9819920957

ISBN13: 9789819920952

Machine Learning Assisted Evolutionary Multi- And Many- Objective Optimization

This book focuses on machine learning (ML) assisted evolutionary multi- and many-objective optimization (EM O). EM O algorithms, namely EM OAs, iteratively evolve a set of solutions towards a good Pareto Front approximation. The availability of multiple solution sets over successive generations makes EM OAs amenable to application of ML for different pursuits.
Recognizing the immense potential for ML-based enhancements in the EM O domain, this...

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Format: Hardcover

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