Søkt på: Serie Springerbriefs in Optimization
totalt 48 treff
Bayesian Optimization and Data Science
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 …
Mathematical Foundations of Nature-Inspired Algorithms
This book presents a systematic approach to analyze nature-inspired algorithms. Beginning with an introduction to optimization methods and algorithms, this book moves on to provide …
Optimization in Banach Spaces
The book is devoted to the study of constrained minimization problems on closed and convex sets in Banach spaces with a Frechet differentiable objective function. Such problems …
Search Techniques in Intelligent Classification Systems
A unified methodology for categorizing various complex objects is presented in this book. Through probability theory, novel asymptotically minimax criteria suitable for practical …
Introduction to Piecewise Differentiable Equations
???????This brief provides an elementary introduction to the theory of piecewise differentiable functions with an emphasis on differentiable equations. In the first chapter, two …
BONUS Algorithm for Large Scale Stochastic Nonlinear Programming Problems
This book presents the details of the BONUS algorithm and its real world applications in areas like sensor placement in large scale drinking water networks, sensor placement in …
Optimal Control Problems Arising in Forest Management
This book is devoted to the study of optimal control problems arising in forest management, an important and fascinating topic in mathematical economics studied by many researchers …
Antenna Design by Simulation-Driven Optimization
This Brief reviews a number of techniques exploiting the surrogate-based optimization concept and variable-fidelity EM simulations for efficient optimization of antenna structures. …
Structure of Solutions of Variational Problems
?Structure of Solutions of Variational Problems is devoted to recent progress made in the studies of the structure of approximate solutions of variational problems considered on …
Optimization Approaches for Solving String Selection Problems
Optimization Approaches for Solving String Selection Problems provides an overview of optimization methods for a wide class of genomics-related problems in relation to the string …
Group Testing Theory in Network Security
Group Testing Theory in Network Security explores a new branch of group testing theory with an application which enhances research results in network security. This brief presents …
Topics in Matroid Theory
Topics in Matroid Theory provides a brief introduction to matroid theory with an emphasis on algorithmic consequences.Matroid theory is at the heart of combinatorial optimization …