Black Box Optimization, Machine Learning, and No-Free Lunch Theorems (eBook, PDF)
eBook, PDF

Black Box Optimization, Machine Learning, and No-Free Lunch Theorems (eBook, PDF)

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This edited volume illustrates the connections between machine learning techniques, black box optimization, and no-free lunch theorems. Each of the thirteen contributions focuses on the commonality and interdisciplinary concepts as well as the fundamentals needed to fully comprehend the impact of individual applications and problems. Current theoretical, algorithmic, and practical methods used are provided to stimulate a new effort towards innovative and efficient solutions. The book is intended for beginners who wish to achieve a broad overview of optimization methods and also for more experi...

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