Télécharger le livre :  From Approximate Variation to Pointwise Selection Principles
The book addresses the minimization of special lower semicontinuous functionals over closed balls in metric spaces, called the approximate variation.The new notion of approximate variation contains more information about the bounded variation functional and has the...

Editeur : Springer
Parution : 2021-10-22
Collection : SpringerBriefs in Optimization PDF, ePub

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Télécharger le livre :  A Derivative-free Two Level Random Search Method for Unconstrained Optimization
The book is intended for graduate students and researchers in mathematics, computer science, and operational research.The book presents a new derivative-free optimization method/algorithm based on randomly generated trial points in specified domains and where the...

Editeur : Springer
Parution : 2021-03-31
Collection : SpringerBriefs in Optimization PDF, ePub

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Télécharger le livre :  Algorithm Portfolios
This book covers algorithm portfolios, multi-method schemes that harness optimization algorithms into a joint framework to solve optimization problems. It is expected to be a primary reference point for researchers and doctoral students in relevant domains that seek a...

Editeur : Springer
Parution : 2021-03-24
Collection : SpringerBriefs in Optimization PDF, ePub

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Télécharger le livre :  Bayesian and High-Dimensional Global Optimization
Accessible to a variety of readers, this book is of interest to specialists, graduate students and researchers in mathematics, optimization, computer science, operations research, management science, engineering and other applied areas interested in solving optimization...

Editeur : Springer
Parution : 2021-03-02
Collection : SpringerBriefs in Optimization PDF, ePub

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Télécharger le livre :  Advancing Parametric Optimization
The theory presented in this work merges many concepts from mathematical optimization and real algebraic geometry. When unknown or uncertain data in an optimization problem is replaced with parameters, one obtains a multi-parametric optimization problem whose...

Editeur : Springer
Parution : 2021-01-21
Collection : SpringerBriefs in Optimization PDF, ePub

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Télécharger le livre :  Statistical Analysis of Graph Structures in Random Variable Networks
This book studies complex systems with elements represented by random variables. Its main goal is to study and compare uncertainty of algorithms of network structure identification with applications to market network analysis. For this, a mathematical model of random...

Editeur : Springer
Parution : 2020-12-05
Collection : SpringerBriefs in Optimization PDF, ePub

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Télécharger le livre :  The Projected Subgradient Algorithm in Convex Optimization
This focused monograph presents a study of subgradient algorithms for constrained minimization problems in a Hilbert space. The book is of interest for experts in applications of optimization  to engineering and economics. The goal is to obtain a good approximate...

Editeur : Springer
Parution : 2020-11-25
Collection : SpringerBriefs in Optimization PDF, ePub

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Télécharger le livre :  Optimal Social Influence
This self-contained book describes social influence from a computational point of view, with a focus on recent and practical applications, models, algorithms and open topics for future research. Researchers, scholars, postgraduates and developers interested in research...

Editeur : Springer
Parution : 2020-01-29
Collection : SpringerBriefs in Optimization PDF, ePub

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Télécharger le livre :  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 been specialized to solve emerging problems from machine learning, artificial intelligence,...

Editeur : Springer
Parution : 2019-09-25
Collection : SpringerBriefs in Optimization PDF, ePub

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Télécharger le livre :  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 over the years. The volume studies the forest management problem by analyzing a class of...

Editeur : Springer
Parution : 2019-08-16
Collection : SpringerBriefs in Optimization PDF, ePub

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Télécharger le livre :  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 a unified framework of mathematical analysis for convergence and stability. Specific...

Editeur : Springer
Parution : 2019-05-08
Collection : SpringerBriefs in Optimization PDF, ePub

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Télécharger le livre :  The GLOBAL Optimization Algorithm
This book explores the updated version of the GLOBAL algorithm which contains improvements for a local search algorithm and new Java implementations. Efficiency comparisons to earlier versions and on the increased speed achieved by the parallelization, are detailed....

Editeur : Springer
Parution : 2018-12-10
Collection : SpringerBriefs in Optimization PDF, ePub

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Télécharger le livre :  Attraction in Numerical Minimization
Numerical minimization of an objective function is analyzed in this book to understand solution algorithms for optimization problems. Multiset-mappings are introduced to engineer numerical minimization as a repeated application of an iteration mapping. Ideas from...

Editeur : Springer
Parution : 2018-12-07
Collection : SpringerBriefs in Optimization PDF, ePub

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Télécharger le livre :  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 applications in imaging and data analysis are examined including the special cases such as...

Editeur : Springer
Parution : 2016-05-02
Collection : SpringerBriefs in Optimization ePub

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Télécharger le livre :  Intentional Risk Management through Complex Networks Analysis
??This book combines game theory and complex networks to examine intentional technological risk through modeling. As information security risks are in constant evolution,  the methodologies and tools to manage them must evolve to an ever-changing environment. A formal...

Editeur : Springer
Parution : 2015-12-14
Collection : SpringerBriefs in Optimization PDF, ePub

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Télécharger le livre :  Modeling Discrete Competitive Facility Location
This book presents an up-to-date review of modeling and optimization approaches for location problems along with a new bi-level programming methodology which captures the effect of competition of both producers and customers on facility location decisions. While many...

Editeur : Springer
Parution : 2015-08-04
Collection : SpringerBriefs in Optimization PDF, ePub

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Télécharger le livre :  Generalized Adjoint Systems
This book defines and develops the generalized adjoint of an input-output system. It is the result of a theoretical development and examination of the generalized adjoint concept and the conditions under which systems analysis using adjoints is valid. Results developed...

Editeur : Springer
Parution : 2015-04-06
Collection : SpringerBriefs in Optimization ePub

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Télécharger le livre :  Convex Optimization in Normed Spaces
This work is intended to serve as a guide for graduate students and researchers who wish to get acquainted with the main theoretical and practical tools for the numerical minimization of convex functions on Hilbert spaces. Therefore, it contains the main tools that are...

Editeur : Springer
Parution : 2015-03-18
Collection : SpringerBriefs in Optimization ePub

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Télécharger le livre :  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 advanced power systems, water management in power systems, and capacity expansion of energy...

Editeur : Springer
Parution : 2015-03-05
Collection : SpringerBriefs in Optimization ePub

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Télécharger le livre :  Numerical PDE-Constrained Optimization
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 application to...

Editeur : Springer
Parution : 2015-02-06
Collection : SpringerBriefs in Optimization ePub

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