Télécharger le livre :  Optimization, Discrete Mathematics and Applications to Data Sciences
This book delves into the dynamic intersection of optimization and discrete mathematics, offering a comprehensive exploration of their applications in data sciences. Through a collection of high-quality papers, readers will gain insights into cutting-edge research and...

Editeur : Springer
Parution : 2025-01-08
Collection : Springer Optimization and Its Applications PDF, ePub

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Télécharger le livre :  Modern Numerical Nonlinear Optimization
This book includes a thorough theoretical and computational analysis of unconstrained and constrained optimization algorithms and combines and integrates the most recent techniques and advanced computational linear algebra methods. Nonlinear optimization methods and...

Editeur : Springer
Parution : 2022-10-18
Collection : Springer Optimization and Its Applications PDF, ePub

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Télécharger le livre :  High-Dimensional Optimization and Probability
This volume presents extensive research devoted to a broad spectrum of mathematics with emphasis on interdisciplinary aspects of Optimization and Probability. Chapters also emphasize applications to Data Science, a timely field with a high impact in our modern society....

Editeur : Springer
Parution : 2022-08-04
Collection : Springer Optimization and Its Applications PDF, ePub

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Télécharger le livre :  Approximation and Computation in Science and Engineering
In recent years, extensive research has been conducted by eminent mathematicians and engineers whose results and proposed problems are presented in this new volume. It is addressed to graduate students, research mathematicians, physicists, and engineers. Individual...

Editeur : Springer
Parution : 2022-05-05
Collection : Springer Optimization and Its Applications PDF, ePub

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Télécharger le livre :  Information and Communication Technologies for Agriculture—Theme III: Decision
This volume is the third (III) of four under the main themes of Digitizing Agriculture and Information and Communication Technologies (ICT). The four volumes cover rapidly developing processes including Sensors (I), Data (II), Decision (III), and Actions (IV). Volumes...

Editeur : Springer
Parution : 2022-04-27
Collection : Springer Optimization and Its Applications PDF, ePub

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Télécharger le livre :  Turnpike Phenomenon and Symmetric Optimization  Problems
Written by a leading expert in turnpike phenomenon, this book is devoted to the study of symmetric optimization, variational and optimal control problems in infinite dimensional spaces and turnpike properties of their approximate solutions. The book presents a...

Editeur : Springer
Parution : 2022-04-11
Collection : Springer Optimization and Its Applications PDF, ePub

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Télécharger le livre :  Optimization of Pharmaceutical Processes
Optimization of Pharmaceutical Processes presents contributions from leading authorities in the fields of optimization and pharmaceutical manufacturing. Formulated within structured frameworks, practical examples and applications are given as guidance to apply...

Editeur : Springer
Parution : 2022-04-06
Collection : Springer Optimization and Its Applications PDF, ePub

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Télécharger le livre :  Information and Communication Technologies for Agriculture—Theme II: Data
This volume is the second (II) of four under the main themes of Digitizing Agriculture and Information and Communication Technologies (ICT). The four volumes cover rapidly developing processes including Sensors (I), Data (II), Decision (III), and Actions (IV). Volumes...

Editeur : Springer
Parution : 2022-03-17
Collection : Springer Optimization and Its Applications PDF, ePub

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Télécharger le livre :  Mathematical Analysis in Interdisciplinary Research
This contributed volume provides an extensive account of research and expository papers in a broad domain of mathematical analysis and its various applications to a multitude of fields. Presenting the state-of-the-art knowledge in a wide range of topics, the book will...

Editeur : Springer
Parution : 2022-03-10
Collection : Springer Optimization and Its Applications PDF, ePub

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Télécharger le livre :  Elements of the General Theory of Optimal Algorithms
In this monograph, the authors develop a methodology that allows one to construct and substantiate optimal and suboptimal algorithms to solve problems in computational and applied mathematics. Throughout the book, the authors explore well-known and proposed algorithms...

Editeur : Springer
Parution : 2022-01-11
Collection : Springer Optimization and Its Applications PDF, ePub

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Télécharger le livre :  Artificial Intelligence, Machine Learning, and Optimization Tools for Smart Cities
This volume offers a wealth of interdisciplinary approaches to artificial intelligence, machine learning and optimization tools, which contribute to the optimization of urban features towards forming smart, sustainable, and livable future cities.Special features...

Editeur : Springer
Parution : 2022-01-09
Collection : Springer Optimization and Its Applications PDF, ePub

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Télécharger le livre :  Separable Optimization
In this book, the theory, methods and applications of separable optimization are considered. Some general results are presented, techniques of approximating the separable problem by linear programming problem, and dynamic programming are also studied. Convex separable...

Editeur : Springer
Parution : 2022-01-01
Collection : Springer Optimization and Its Applications PDF, ePub

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Télécharger le livre :  Nonlinear Analysis, Differential Equations, and Applications
This contributed volume showcases research and survey papers devoted to a broad range of topics on functional equations, ordinary differential equations, partial differential equations, stochastic differential equations, optimization theory, network games,...

Editeur : Springer
Parution : 2021-08-20
Collection : Springer Optimization and Its Applications PDF, ePub

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Télécharger le livre :  Optimization on Solution Sets of Common Fixed Point Problems
This book is devoted to a detailed study of the subgradient projection method and its variants for convex optimization problems over the solution sets of common fixed point problems and convex feasibility problems. These optimization problems are investigated to...

Editeur : Springer
Parution : 2021-08-09
Collection : Springer Optimization and Its Applications PDF, ePub

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Télécharger le livre :  Advances in Matrix Inequalities
This self-contained monograph unifies theorems, applications and problem solving techniques of matrix inequalities. In addition to the frequent use of methods from Functional Analysis, Operator Theory, Global Analysis, Linear Algebra, Approximations Theory, Difference...

Editeur : Springer
Parution : 2021-07-11
Collection : Springer Optimization and Its Applications PDF, ePub

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Télécharger le livre :  Synthetic Data for Deep Learning
This is the first book on synthetic data for deep learning, and its breadth of coverage may render this book as the default reference on synthetic data for years to come. The book can also serve as an introduction to several other important subfields of machine learning...

Editeur : Springer
Parution : 2021-06-26
Collection : Springer Optimization and Its Applications PDF, ePub

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Télécharger le livre :  Black Box Optimization, Machine Learning, and No-Free Lunch Theorems
This edited volume illustrates the connections between machine learning techniques, black box optimization, and no-free lunch theorems. Each of the thirteen contributions focuses on the commonality and interdisciplinary concepts as well as the fundamentals needed to...

Editeur : Springer
Parution : 2021-05-27
Collection : Springer Optimization and Its Applications PDF, ePub

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Télécharger le livre :  Introduction to Continuous Optimization
This self-contained monograph presents the reader with an authoritative view of Continuous Optimization, an area of mathematical optimization that has experienced major developments during the past 40 years. The book contains results which have not yet been covered in a...

Editeur : Springer
Parution : 2021-04-29
Collection : Springer Optimization and Its Applications PDF, ePub

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Télécharger le livre :  Harmonic Analysis and Applications
This edited volume presents state-of-the-art developments in various areas in which Harmonic Analysis is applied. Contributions cover a variety of different topics and problems treated such as structure and optimization in computational harmonic analysis, sampling and...

Editeur : Springer
Parution : 2021-04-01
Collection : Springer Optimization and Its Applications PDF, ePub

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Télécharger le livre :  Nonlinear Analysis and Global Optimization
This contributed volume discusses aspects of nonlinear analysis in which optimization plays an important role, as well as topics which are applied to the study of optimization problems. Topics include set-valued analysis, mixed concave-convex sub-superlinear...

Editeur : Springer
Parution : 2021-02-26
Collection : Springer Optimization and Its Applications PDF, ePub

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