Open Problems in Optimization and Data Analysis Open Problems in Optimization and Data Analysis
Springer Optimization and Its Applications

Open Problems in Optimization and Data Analysis

    • 119,99 $
    • 119,99 $

Description de l’éditeur

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. 

GENRE
Science et nature
SORTIE
2018
4 décembre
LANGUE
EN
Anglais
LONGUEUR
349
Pages
ÉDITEUR
Springer International Publishing
VENDEUR
Springer Nature B.V.
TAILLE
11,8
 Mo
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Recent Advances in Model Predictive Control Recent Advances in Model Predictive Control
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The Euclidean Matching Problem The Euclidean Matching Problem
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Recent Developments in Applied Probability and Statistics Recent Developments in Applied Probability and Statistics
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Mathematics in Computational Science and Engineering Mathematics in Computational Science and Engineering
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Geometry and Non-Convex Optimization Geometry and Non-Convex Optimization
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Inverse Combinatorial Optimization Problems Inverse Combinatorial Optimization Problems
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Analysis of Images, Social Networks and Texts Analysis of Images, Social Networks and Texts
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Optimization, Discrete Mathematics and Applications to Data Sciences Optimization, Discrete Mathematics and Applications to Data Sciences
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Artificial Intelligence, Optimization, and Data Sciences in Sports Artificial Intelligence, Optimization, and Data Sciences in Sports
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Generalized Preinvexity and Second Order Duality in Multiobjective Programming Generalized Preinvexity and Second Order Duality in Multiobjective Programming
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SOC Functions and Their Applications SOC Functions and Their Applications
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Modeling and Optimization in Space Engineering Modeling and Optimization in Space Engineering
2019
Approximation and Optimization Approximation and Optimization
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Nonlinear Combinatorial Optimization Nonlinear Combinatorial Optimization
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Turnpike Conditions in Infinite Dimensional Optimal Control Turnpike Conditions in Infinite Dimensional Optimal Control
2019