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On the surface, Lilykins lives the life of a typical house cat. But Lilykins has another life - a secret life - that transports her to a world of incredible adventures. "The Secret Life of Lilykins" is a story filled with animals, adventure and absurdity. But at its core, it's a story about the power of imagination.

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.Recognizing the immense potential for ML-based enhancements in the EMâO domain, this book intends to serve as an exclusive resource for both domain novice and the experienced researchers and practitioners. Towards it, first the...