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Pre-Owned Springerbriefs in Op...This volume brings together the main results in the field of Bayesian Optimiza... This volume brings together the main results in the field of Bayesian Optimization (BO) focusing on the last ten years and showing how on the basic framework new methods have been specialized to solve emerging problems from machine learning... more
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Springerbriefs in Optimization...This volume brings together the main results in the field of Bayesian Optimiza... This volume brings together the main results in the field of Bayesian Optimization (BO) focusing on the last ten years and showing how on the basic framework new methods have been specialized to solve emerging problems from machine learning... more
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Pre-Owned Springerbriefs in Op...This book introduces in an accessible way the basic elements of Numerical PDE-... This book introduces in an accessible way the basic elements of Numerical PDE-Constrained Optimization from the derivation of optimality conditions to the design of solution algorithms. Numerical optimization methods in function-spaces and their... more
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Pre-Owned Springer Optimizatio...This volume presents extensive research devoted to a broad spectrum of mathema... This volume presents extensive research devoted to a broad spectrum of mathematics with emphasis on interdisciplinary aspects of Optimization and Probability. Chapters also emphasize applications to Data Science a timely field with a high impact in... more
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Springerbriefs in Optimization...Introduction to Global Optimization Exploiting Space-Filling Curves provides a... Introduction to Global Optimization Exploiting Space-Filling Curves provides an overview of classical and new results pertaining to the usage of space-filling curves in global optimization. The authors look at a family of derivative-free numerical... more
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Springerbriefs in Optimization...Simplicial Global Optimization is centered on deterministic covering methods p... Simplicial Global Optimization is centered on deterministic covering methods partitioning feasible region by simplices. This book looks into the advantages of simplicial partitioning in global optimization through applications where the search space... more
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