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This book presents an up-to-date review of modeling and optimization approaches for location problems along with a new bi-level programming methodolog...Savoir plus
Non-smooth and smooth minorants and acceleration techniques that can speed up several classes of global optimization methods with examples of applicat...Savoir plus
This focused monograph presents a study of subgradient algorithms for constrained minimization problems in a Hilbert space. The book is of interest fo...Savoir plus
This book presents the details of the BONUS algorithm and its real world applications in areas like sensor placement in large scale drinking water net...Savoir plus
This brief explores the Krasnosel'skiĭ-Man (KM) iterative method, which has been extensively employed to find fixed points of nonlinear methods.Savoir plus
This self-contained book describes social influence from a computational point of view, with a focus on recent and practical applications, models, alg...Savoir plus
Structure of Solutions of Variational Problems is devoted to recent progress made in the studies of the structure of approximate solutions of variati...Savoir plus
This book combines game theory and complex networks to examine intentional technological risk through modeling. As information security risks are in...Savoir plus
This book studies complex systems with elements represented by random variables. Its main goal is to study and compare uncertainty of algorithms of ne...Savoir plus
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 ...Savoir plus
Despite significant achievements, the discipline of supply chain management is still unable to satisfactorily handle many practical real-world challen...Savoir plus
Linear-Quadratic Controls in Risk-Averse Decision Making cuts across control engineering (control feedback and decision optimization) and statistics...Savoir plus
Polynomial optimization have been a hot research topic for the past few years and its applications range from Operations Research, biomedical engineer...Savoir plus
The theory presented in this work merges many concepts from mathematical optimization and real algebraic geometry. When unknown or uncertain data in a...Savoir plus
This Brief reviews a number of techniques exploiting the surrogate-based optimization concept and variable-fidelity EM simulations for efficient optim...Savoir plus
Post-Optimal Analysis in Linear Semi-Infinite Optimization examines the following topics in regards to linear semi-infinite optimization: modeling unc...Savoir plus
Topics in Matroid Theory provides a brief introduction to matroid theory with an emphasis on algorithmic consequences.Matroid theory is at the heart o...Savoir plus
The book addresses the minimization of special lower semicontinuous functionals over closed balls in metric spaces, called the approximate variation. ...Savoir plus
This title examines the structure of approximate solutions of optimal control problems considered on subintervals of a real line. Specifically at the ...Savoir plus
Data Correcting Approaches in Combinatorial Optimization focuses on algorithmic applications of the well known polynomially solvable...Savoir plus
Evidenced by the success of Facebook, Twitter, and LinkedIn, online social networks (OSNs) have become ubiquitous, offering novel ways for people to a...Savoir plus
Numerical minimization of an objective function is analyzed in this book to understand solution algorithms for optimization problems. Multiset-mapping...Savoir plus
Accessible to a variety of readers, this book is of interest to specialists, graduate students and researchers in mathematics, optimization, computer ...Savoir plus
This brief provides an elementary introduction to the theory of piecewise differentiable functions with an emphasis on differentiable equation...Savoir plus