SERIES ON OPTIMIZATION AND ITS APPLICATIONS – serie
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7 produkter
GENERICITY IN POLYNOMIAL OPTIMIZATION
Inbunden, 2017
1204 kr
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In full generality, minimizing a polynomial function over a closed semi-algebraic set requires complex mathematical equations. This book explains recent developments from singularity theory and semi-algebraic geometry for studying polynomial optimization problems. Classes of generic problems are …
MOMENT-SOS HIERARCHY, THE: LECTURES IN PROBABILITY, STATISTICS, COMPUTATIONAL GEOMETRY, CONTROL AND NONLINEAR PDES
Av Didier Henrion, Milan Korda m. fl.
Inbunden, 2020
1246 kr
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The Moment-SOS hierarchy is a powerful methodology that is used to solve the Generalized Moment Problem (GMP) where the list of applications in various areas of Science and Engineering is almost endless. Initially designed for solving polynomial optimization problems (the simplest example of the …
SPARSE POLYNOMIAL OPTIMIZATION: THEORY AND PRACTICE
Inbunden, 2023
1295 kr
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Many applications, including computer vision, computer arithmetic, deep learning, entanglement in quantum information, graph theory and energy networks, can be successfully tackled within the framework of polynomial optimization, an emerging field with growing research efforts in the last two …
COUNTEREXAMPLES IN MARKOV DECISION PROCESSES
Inbunden, 2025
2260 kr
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Markov Decision Processes (MDPs) form a cornerstone of applied probability, with over 50 years of rich research history. Throughout this time, numerous foundational books and thousands of journal articles have shaped the field. The central objective of MDP theory is to identify the optimal control …
MOMENTS, POSITIVE POLYNOMIALS AND THEIR APPLICATIONS
Inbunden, 2009
1909 kr
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Many important applications in global optimization, algebra, probability and statistics, applied mathematics, control theory, financial mathematics, inverse problems, etc. can be modeled as a particular instance of the Generalized Moment Problem (GMP).This book introduces a new general methodology …
EXAMPLES IN MARKOV DECISION PROCESSES
Inbunden, 2012
1612 kr
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This invaluable book provides approximately eighty examples illustrating the theory of controlled discrete-time Markov processes. Except for applications of the theory to real-life problems like stock exchange, queues, gambling, optimal search etc, the main attention is paid to counter-intuitive, …
MOMENTS, POSITIVE POLYNOMIALS AND THEIR APPLICATIONS
Häftad, 2009
977 kr
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Many important applications in global optimization, algebra, probability and statistics, applied mathematics, control theory, financial mathematics, inverse problems, etc. can be modeled as a particular instance of the Generalized Moment Problem (GMP).This book introduces a new general methodology …