First order methods optimization par beck amir (13 résultats)

Langue : anglais
Edité par SIAM-Society for Industrial and Applied Mathematicsq (edition ), 2017
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Langue : anglais
Edité par MP-SIA SIAM - Society for Industrial and Applied M, 2017
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Langue : anglais
Edité par SIAM-Society for Industrial and Applied Mathematicsq, 2017
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Langue : anglais
Edité par SIAM - Society for Industrial and Applied Mathematics, 2017
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Langue : anglais
Edité par Society for Industrial & Applied Mathematics,U.S., New York, 2017
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Paperback. Etat : new. Paperback. The primary goal of this book is to provide a self-contained, comprehensive study of the main ?rst-order methods that are frequently used in solving large-scale problems. First-order methods exploit information on values and gradients/subgradients (but not Hessians) of the functions composing th…e model under consideration. With the increase in the number of applications that can be modeled as large or even huge-scale optimization problems, there has been a revived interest in using simple methods that require low iteration cost as well as low memory storage.The author has gathered, reorganized, and synthesized (in a unified manner) many results that are currently scattered throughout the literature, many of which cannot be typically found in optimization books.First-Order Methods in Optimization offers comprehensive study of first-order methods with the theoretical foundations; provides plentiful examples and illustrations; emphasizes rates of convergence and complexity analysis of the main first-order methods used to solve large-scale problems; and covers both variables and functional decomposition methods. Provides a self-contained, comprehensive study of the main first-order methods that are frequently used in solving large-scale problems. The author has gathered, reorganized, and synthesized (in a unified manner) many results that are currently scattered throughout the literature, many of which cannot be typically found in optimization books. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.

Langue : anglais
Edité par Society for Industrial and Applied Mathematics,U.S., US, 2017
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Paperback. Etat : New. The primary goal of this book is to provide a self-contained, comprehensive study of the main ?rst-order methods that are frequently used in solving large-scale problems. First-order methods exploit information on values and gradients/subgradients (but not Hessians) of the functions composing the model und…er consideration. With the increase in the number of applications that can be modeled as large or even huge-scale optimization problems, there has been a revived interest in using simple methods that require low iteration cost as well as low memory storage.The author has gathered, reorganized, and synthesized (in a unified manner) many results that are currently scattered throughout the literature, many of which cannot be typically found in optimization books.First-Order Methods in Optimization offers comprehensive study of first-order methods with the theoretical foundations; provides plentiful examples and illustrations; emphasizes rates of convergence and complexity analysis of the main first-order methods used to solve large-scale problems; and covers both variables and functional decomposition methods.

Langue : anglais
Edité par Society for Industrial & Applied Mathematics, 2017
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Etat : New. pp. 484.

Langue : anglais
Edité par SIAM - Society for Industrial and Applied Mathematics, 2017
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Langue : anglais
Edité par Society for Industrial & Applied Mathematics,U.S., 2017
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Langue : anglais
Edité par Society for Industrial & Applied Mathematics, 2017
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Etat : New. pp. 484.

Langue : anglais
Edité par SIAM-Society for Industrial and Applied Mathematicsq, 2017
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Etat : New. In English.

Langue : anglais
Edité par Society for Industrial and Applied Mathematics,U.S., US, 2017
- Couverture souple
Vendeur : Rarewaves.com UK, London, Royaume-UniRarewaves.com UK
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Paperback. Etat : New. The primary goal of this book is to provide a self-contained, comprehensive study of the main ?rst-order methods that are frequently used in solving large-scale problems. First-order methods exploit information on values and gradients/subgradients (but not Hessians) of the functions composing the model und…er consideration. With the increase in the number of applications that can be modeled as large or even huge-scale optimization problems, there has been a revived interest in using simple methods that require low iteration cost as well as low memory storage.The author has gathered, reorganized, and synthesized (in a unified manner) many results that are currently scattered throughout the literature, many of which cannot be typically found in optimization books.First-Order Methods in Optimization offers comprehensive study of first-order methods with the theoretical foundations; provides plentiful examples and illustrations; emphasizes rates of convergence and complexity analysis of the main first-order methods used to solve large-scale problems; and covers both variables and functional decomposition methods.

Langue : anglais
Edité par Society for Industrial & Applied Mathematics,U.S., New York, 2017
- Couverture souple
Vendeur : AussieBookSeller, Truganina, VIC, AustralieAussieBookSeller
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Paperback. Etat : new. Paperback. The primary goal of this book is to provide a self-contained, comprehensive study of the main ?rst-order methods that are frequently used in solving large-scale problems. First-order methods exploit information on values and gradients/subgradients (but not Hessians) of the functions composing th…e model under consideration. With the increase in the number of applications that can be modeled as large or even huge-scale optimization problems, there has been a revived interest in using simple methods that require low iteration cost as well as low memory storage.The author has gathered, reorganized, and synthesized (in a unified manner) many results that are currently scattered throughout the literature, many of which cannot be typically found in optimization books.First-Order Methods in Optimization offers comprehensive study of first-order methods with the theoretical foundations; provides plentiful examples and illustrations; emphasizes rates of convergence and complexity analysis of the main first-order methods used to solve large-scale problems; and covers both variables and functional decomposition methods. Provides a self-contained, comprehensive study of the main first-order methods that are frequently used in solving large-scale problems. The author has gathered, reorganized, and synthesized (in a unified manner) many results that are currently scattered throughout the literature, many of which cannot be typically found in optimization books. Shipping may be from our Sydney, NSW warehouse or from our UK or US warehouse, depending on stock availability.