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Open Problems in Optimization and Data Analysis, Panos M. Pardalos; Athanasios Migdalas


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Автор: Panos M. Pardalos; Athanasios Migdalas
Название:  Open Problems in Optimization and Data Analysis
ISBN: 9783319991412
Издательство: Springer
Классификация:




ISBN-10: 3319991418
Обложка/Формат: Hardcover
Страницы: 330
Вес: 0.69 кг.
Дата издания: 2018
Серия: Springer Optimization and Its Applications
Язык: English
Издание: 1st ed. 2018
Иллюстрации: 20 tables, color; 24 illustrations, color; 19 illustrations, black and white; xix, 330 p. 43 illus., 24 illus. in color.
Размер: 234 x 156 x 21
Читательская аудитория: Professional & vocational
Основная тема: Mathematics
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: Computational and theoretical open problems in optimization, computational geometry, data science, logistics, statistics, supply chain modeling, and data analysis are examined in this book. Each contribution provides the fundamentals needed to fully comprehend the impact of individual problems. Current theoretical, algorithmic, and practical methods used to circumvent each problem are provided to stimulate a new effort towards innovative and efficient solutions. Aimed towards graduate students and researchers in mathematics, optimization, operations research, quantitative logistics, data analysis, and statistics, this book provides a broad comprehensive approach to understanding the significance of specific challenging or open problems within each discipline. The contributions contained in this book are based on lectures focused on “Challenges and Open Problems in Optimization and Data Science” presented at the Deucalion Summer Institute for Advanced Studies in Optimization, Mathematics, and Data Science in August 2016.
Дополнительное описание: Chapter 1- Social Influence-based Optimization Problems.- Chapter 2- New Statistical Robust Estimators, Open Problems.- Chapter 3- Optimal Location Problems for Electric Vehicles Charging Stations: Models and Challenges.- Chapter 4- Supply and Demand Sele



Undergraduate Convexity: Problems and Solutions

Автор: Nielsen Mikkel Slot, Rohde Victor Ulrich
Название: Undergraduate Convexity: Problems and Solutions
ISBN: 9813143649 ISBN-13(EAN): 9789813143647
Издательство: World Scientific Publishing
Цена: 5069.00 р.
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Описание: This solutions manual thoroughly goes through the exercises found in Undergraduate Convexity: From Fourier and Motzkin to Kuhn and Tucker. Several solutions are accompanied by detailed illustrations and intuitive explanations. This book will pave the way for students to easily grasp the multitude of solution methods and aspects of convex sets and convex functions. Companion Textbook here

Perturbation Analysis of Optimization Problems

Автор: J.Frederic Bonnans; Alexander Shapiro
Название: Perturbation Analysis of Optimization Problems
ISBN: 1461271290 ISBN-13(EAN): 9781461271291
Издательство: Springer
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Цена: 32142.00 р.
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Описание: The main subject of this book is perturbation analysis of continuous optimization problems. In the last two decades considerable progress has been made in that area, and it seems that it is time now to present a synthetic view of many important results that apply to various classes of problems. The model problem that is considered throughout the book is of the form (P) Min/(x) subjectto G(x) E K. xeX Here X and Y are Banach spaces, K is a closed convex subset of Y, and /: X -+ IR and G: X -+ Y are called the objective function and the constraint mapping, respectively. We also consider a parameteriZed version (P ) of the above u problem, where the objective function / (x, u) and the constraint mapping G(x, u) are parameterized by a vector u varying in a Banach space U. Our aim is to study continuity and differentiability properties of the optimal value v(u) and the set S(u) of optimal solutions of (P ) viewed as functions of the parameter vector u.

Theoretical Foundations of Functional Data Analysis, with an

Автор: Hsing Tailen
Название: Theoretical Foundations of Functional Data Analysis, with an
ISBN: 0470016914 ISBN-13(EAN): 9780470016916
Издательство: Wiley
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Цена: 10446.00 р.
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Описание: ?? Provides a concise but rigorous account of the theoretical background of FDA. ?? Introduces topics in various areas of mathematics, probability and statistics from the perspective of FDA. ?? Presents a systematic exposition of the fundamental statistical issues in FDA.

Undergraduate Convexity: Problems and Solutions

Автор: Nielsen Mikkel Slot, Rohde Victor Ulrich
Название: Undergraduate Convexity: Problems and Solutions
ISBN: 9813146214 ISBN-13(EAN): 9789813146211
Издательство: World Scientific Publishing
Цена: 8870.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This solutions manual thoroughly goes through the exercises found in Undergraduate Convexity: From Fourier and Motzkin to Kuhn and Tucker. Several solutions are accompanied by detailed illustrations and intuitive explanations. This book will pave the way for students to easily grasp the multitude of solution methods and aspects of convex sets and convex functions. Companion Textbook here

Analysis and Algorithms of Optimization Problems

Автор: Kazimierz Malanowski; Koichi Mizukami
Название: Analysis and Algorithms of Optimization Problems
ISBN: 3540166602 ISBN-13(EAN): 9783540166603
Издательство: Springer
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Цена: 12157.00 р.
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Optimization and Data Analysis in Biomedical Informatics

Автор: Panos M. Pardalos; Thomas F. Coleman; Petros Xanth
Название: Optimization and Data Analysis in Biomedical Informatics
ISBN: 1489999663 ISBN-13(EAN): 9781489999665
Издательство: Springer
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Цена: 15372.00 р.
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Описание: This work is targeted to applied mathematicians, computer scientists, industrial engineers, and clinical scientists who are interested in exploring emerging and fascinating interdisciplinary topics of research.

Linear Optimization Problems with Inexact Data

Автор: Miroslav Fiedler; Josef Nedoma; Jaroslav Ramik; Ji
Название: Linear Optimization Problems with Inexact Data
ISBN: 1441940944 ISBN-13(EAN): 9781441940940
Издательство: Springer
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Цена: 13275.00 р.
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Описание: Linear programming has attracted the interest of mathematicians since World War II when the first computers were constructed. This book presents a comprehensive treatment of linear optimization with inexact data, summarizing existing results and presenting new ones within a unifying framework.

Mathematical Modelling and Optimization of Engineering Problems

Автор: Jose? Anto?nio Tenreiro Machado
Название: Mathematical Modelling and Optimization of Engineering Problems
ISBN: 3030370615 ISBN-13(EAN): 9783030370619
Издательство: Springer
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Цена: 20962.00 р.
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Описание: This book presents recent developments in modelling and optimization of engineering systems and the use of advanced mathematical methods for solving complex real-world problems.

Optimization Concepts and Applications in Engineering

Автор: Ashok D. Belegundu, Tirupathi R. Chandrupatla
Название: Optimization Concepts and Applications in Engineering
ISBN: 1108424880 ISBN-13(EAN): 9781108424882
Издательство: Cambridge Academ
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Цена: 16474.00 р.
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Описание: A revised and expanded third edition, this book integrates theory, modeling, the development of numerical methods, and problem solving to apply optimization to real-world problems. This book is ideal for advanced undergraduate, graduate and applied mathematics courses as well as practicing engineers.

Inverse Problems: Tikhonov Theory and Algorithms

Автор: Ito Kazufumi, Jin Bangti
Название: Inverse Problems: Tikhonov Theory and Algorithms
ISBN: 9814596191 ISBN-13(EAN): 9789814596190
Издательство: World Scientific Publishing
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Цена: 17741.00 р.
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Описание:

Inverse problems arise in practical applications whenever one needs to deduce unknowns from observables. This monograph is a valuable contribution to the highly topical field of computational inverse problems. Both mathematical theory and numerical algorithms for model-based inverse problems are discussed in detail. The mathematical theory focuses on nonsmooth Tikhonov regularization for linear and nonlinear inverse problems. The computational methods include nonsmooth optimization algorithms, direct inversion methods and uncertainty quantification via Bayesian inference.

The book offers a comprehensive treatment of modern techniques, and seamlessly blends regularization theory with computational methods, which is essential for developing accurate and efficient inversion algorithms for many practical inverse problems.

It demonstrates many current developments in the field of computational inversion, such as value function calculus, augmented Tikhonov regularization, multi-parameter Tikhonov regularization, semismooth Newton method, direct sampling method, uncertainty quantification and approximate Bayesian inference. It is written for graduate students and researchers in mathematics, natural science and engineering.

Topological Optimization and Optimal Transport: In the Applied Sciences

Автор: Maitine Bergounioux, ?douard Oudet, Martin Rumpf,
Название: Topological Optimization and Optimal Transport: In the Applied Sciences
ISBN: 3110439263 ISBN-13(EAN): 9783110439267
Издательство: Walter de Gruyter
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Цена: 26024.00 р.
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Описание:

By discussing topics such as shape representations, relaxation theory and optimal transport, trends and synergies of mathematical tools required for optimization of geometry and topology of shapes are explored. Furthermore, applications in science and engineering, including economics, social sciences, biology, physics and image processing are covered.

Contents
Part I

  • Geometric issues in PDE problems related to the infinity Laplace operator
  • Solution of free boundary problems in the presence of geometric uncertainties
  • Distributed and boundary control problems for the semidiscrete Cahn-Hilliard/Navier-Stokes system with nonsmooth Ginzburg-Landau energies
  • High-order topological expansions for Helmholtz problems in 2D
  • On a new phase field model for the approximation of interfacial energies of multiphase systems
  • Optimization of eigenvalues and eigenmodes by using the adjoint method
  • Discrete varifolds and surface approximation

Part II

  • Weak Monge-Ampere solutions of the semi-discrete optimal transportation problem
  • Optimal transportation theory with repulsive costs
  • Wardrop equilibria: long-term variant, degenerate anisotropic PDEs and numerical approximations
  • On the Lagrangian branched transport model and the equivalence with its Eulerian formulation
  • On some nonlinear evolution systems which are perturbations of Wasserstein gradient flows
  • Pressureless Euler equations with maximal density constraint: a time-splitting scheme
  • Convergence of a fully discrete variational scheme for a thin-film equatio
  • Interpretation of finite volume discretization schemes for the Fokker-Planck equation as gradient flows for the discrete Wasserstein distance

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