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Differential Privacy in Artificial Intelligence

From, Theory to Practice

Edited by Ferdinando Fioretto, Pascal Van Hentenryck ...

The ebook edition of this title is Open Access and freely available to read online.Differential Privacy in Artificial Intelligence: From Theory to Practice is a comprehensive resource designed to review the principles and applications of differential privacy in a world increasingly driven by data. This book delves into the theoretical underpinnings of differential privacy, its use in machine ... Read more

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The ebook edition of this title is Open Access and freely available to read online.Differential Privacy in Artificial Intelligence: From Theory to Practice is a comprehensive resource designed to review the principles and applications of differential privacy in a world increasingly driven by data. This book delves into the theoretical underpinnings of differential privacy, its use in machine
... Read more
Hybrid Optimization

The Ten Years of CPAIOR

Edited by Pascal van Hentenryck, Michela Milano ...

Series series Mathematics and Statistics (R0)
Hybrid Optimization focuses on the application of artificial intelligence and operations research techniques to constraint programming for solving combinatorial optimization problems. This book covers the most relevant topics investigated in the last ten years by leading experts in the field, and speculates about future directions for research.This book includes contributions by experts from ... Read more

$143.09 USD

Hybrid Optimization focuses on the application of artificial intelligence and operations research techniques to constraint programming for solving combinatorial optimization problems. This book covers the most relevant topics investigated in the last ten years by leading experts in the field, and speculates about future directions for research.This book includes contributions by experts from
... Read more

Real and Convex Analysis

by Robert J Vanderbei, Erhan Çınlar ...

Series series Mathematics and Statistics (R0)
This book offers a first course in analysis for scientists and engineers. It can be used at the advanced undergraduate level or as part of the curriculum in a graduate program. The book is built around metric spaces. In the first three chapters, the authors lay the foundational material and cover the all-important “four-C’s”: convergence, completeness, compactness, and continuity. In subsequent ... Read more

$80.99 USD

This book offers a first course in analysis for scientists and engineers. It can be used at the advanced undergraduate level or as part of the curriculum in a graduate program. The book is built around metric spaces. In the first three chapters, the authors lay the foundational material and cover the all-important “four-C’s”: convergence, completeness, compactness, and continuity. In subsequent
... Read more
Models, Algorithms, and Technologies for Network Analysis

Proceedings of the Second International Conference on Network Analysis

Edited by Valery A. Kalyagin, Panos M. Pardalos, Boris I. Goldengorin ...

Series series Springer Nature Proceedings excluding Computer Science
This volume contains two types of papers—a selection of contributions from the “Second International Conference in Network Analysis” held in Nizhny Novgorod on May 7–9, 2012, and papers submitted to an "open call for papers" reflecting the activities of LATNA at the Higher School for Economics.This volume contains many new results in modeling and powerful algorithmic solutions applied to problems ... Read more

$89.09 USD

This volume contains two types of papers—a selection of contributions from the “Second International Conference in Network Analysis” held in Nizhny Novgorod on May 7–9, 2012, and papers submitted to an "open call for papers" reflecting the activities of LATNA at the Higher School for Economics.This volume contains many new results in modeling and powerful algorithmic solutions applied to problems
... Read more
Performance Models and Risk Management in Communications Systems

Edited by Peter G. Harrison, Berc Rustem, Nalân Gülpınar ...

Series series Mathematics and Statistics (R0)
This volume covers recent developments in the design, operation, and management of telecommunication and computer network systems in performance engineering and addresses issues of uncertainty, robustness, and risk. Uncertainty regarding loading and system parameters leads to challenging optimization and robustness issues. Stochastic modeling combined with optimization theory ensures the optimum ... Read more

$89.09 USD

This volume covers recent developments in the design, operation, and management of telecommunication and computer network systems in performance engineering and addresses issues of uncertainty, robustness, and risk. Uncertainty regarding loading and system parameters leads to challenging optimization and robustness issues. Stochastic modeling combined with optimization theory ensures the optimum
... Read more
Theory and Principled Methods for the Design of Metaheuristics

Edited by Yossi Borenstein, Alberto Moraglio ...

Series series Computer Science (R0)
Metaheuristics, and evolutionary algorithms in particular, are known to provide efficient, adaptable solutions for many real-world problems, but the often informal way in which they are defined and applied has led to misconceptions, and even successful applications are sometimes the outcome of trial and error. Ideally, theoretical studies should explain when and why metaheuristics work, but the ... Read more

$49.49 USD

Metaheuristics, and evolutionary algorithms in particular, are known to provide efficient, adaptable solutions for many real-world problems, but the often informal way in which they are defined and applied has led to misconceptions, and even successful applications are sometimes the outcome of trial and error. Ideally, theoretical studies should explain when and why metaheuristics work, but the
... Read more
Multiple Criteria Decision Making by Multiobjective Optimization

A Toolbox

by Ignacy Kaliszewski, Janusz Miroforidis, Dmitry Podkopaev ...

Series series Business and Management (R0)
This textbook approaches optimization from a multi-aspect, multi-criteria perspective. By using a Multiple Criteria Decision Making (MCDM) approach, it avoids the limits and oversimplifications that can come with optimization models with one criterion. The book is presented in a concise form, addressing how to solve decision problems in sequences of intelligence, modelling, choice and review ... Read more

$62.99 USD

This textbook approaches optimization from a multi-aspect, multi-criteria perspective. By using a Multiple Criteria Decision Making (MCDM) approach, it avoids the limits and oversimplifications that can come with optimization models with one criterion. The book is presented in a concise form, addressing how to solve decision problems in sequences of intelligence, modelling, choice and review
... Read more
Production and Inventory Management with Substitutions

by J. Christian Lang ...

Series series Business and Management (R0)
Quantitativeapproachesforsolvingproductionplanningandinventorymanagement problems in industry have gained growing importance in the past years. Due to the increasinguse of AdvancedPlanningSystems, a widespreadpracticalapplicationof the sophisticated optimization models and algorithms developed by the Production Management and Operations Research community now seem within reach. The possibility ... Read more

$89.09 USD

Quantitativeapproachesforsolvingproductionplanningandinventorymanagement problems in industry have gained growing importance in the past years. Due to the increasinguse of AdvancedPlanningSystems, a widespreadpracticalapplicationof the sophisticated optimization models and algorithms developed by the Production Management and Operations Research community now seem within reach. The possibility
... Read more
Set-valued Optimization

An Introduction with Applications

by Christiane Tammer, Akhtar A. Khan, Constantin Zălinescu ...

Series series Mathematics and Statistics (R0)
Set-valued optimization is a vibrant and expanding branch of mathematics that deals with optimization problems where the objective map and/or the constraints maps are set-valued maps acting between certain spaces. Since set-valued maps subsumes single valued maps, set-valued optimization provides an important extension and unification of the scalar as well as the vector optimization problems. ... Read more

$89.09 USD

Set-valued optimization is a vibrant and expanding branch of mathematics that deals with optimization problems where the objective map and/or the constraints maps are set-valued maps acting between certain spaces. Since set-valued maps subsumes single valued maps, set-valued optimization provides an important extension and unification of the scalar as well as the vector optimization problems.
... Read more
Linear Programming

Foundations and Extensions

by Robert J Vanderbei ...

Series series Business and Management (R0)
This Fourth Edition introduces the latest theory and applications in optimization. It emphasizes constrained optimization, beginning with a substantial treatment of linear programming and then proceeding to convex analysis, network flows, integer programming, quadratic programming, and convex optimization. Readers will discover a host of practical business applications as well as non-business ... Read more

$80.99 USD

This Fourth Edition introduces the latest theory and applications in optimization. It emphasizes constrained optimization, beginning with a substantial treatment of linear programming and then proceeding to convex analysis, network flows, integer programming, quadratic programming, and convex optimization. Readers will discover a host of practical business applications as well as non-business
... Read more
Stochastic Optimization Methods

Applications in Engineering and Operations Research

by Kurt Marti ...

Series series Business and Management (R0)
This book examines optimization problems that in practice involve random model parameters. It details the computation of robust optimal solutions, i.e., optimal solutions that are insensitive with respect to random parameter variations, where appropriate deterministic substitute problems are needed. Based on the probability distribution of the random data and using decision theoretical concepts, ... Read more

$143.99 USD

This book examines optimization problems that in practice involve random model parameters. It details the computation of robust optimal solutions, i.e., optimal solutions that are insensitive with respect to random parameter variations, where appropriate deterministic substitute problems are needed. Based on the probability distribution of the random data and using decision theoretical concepts,
... Read more
Recent Developments in Vector Optimization

Edited by Qamrul Hasan Ansari, Jen-Chih Yao ...

Series series Business and Management (R0)
We always come cross several decision-making problems in our daily life. Such problems are always conflicting in which many different view points should be satisfied. In politics, business, industrial systems, management science, networks, etc. one often encounters such kind of problems. The most important and difficult part in such problems is the conflict between various objectives and goals. In ... Read more

$89.09 USD

We always come cross several decision-making problems in our daily life. Such problems are always conflicting in which many different view points should be satisfied. In politics, business, industrial systems, management science, networks, etc. one often encounters such kind of problems. The most important and difficult part in such problems is the conflict between various objectives and goals. In
... Read more

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Real and Convex Analysis

Models, Algorithms, and Technologies for Network Analysis

Performance Models and Risk Management in Communications Systems

Theory and Principled Methods for the Design of Metaheuristics

Multiple Criteria Decision Making by Multiobjective Optimization

Production and Inventory Management with Substitutions

Set-valued Optimization

Linear Programming

Stochastic Optimization Methods

Recent Developments in Vector Optimization

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