The Resource Optimization models, Giuseppe C. Calafiore, Laurent El Ghaoui
Optimization models, Giuseppe C. Calafiore, Laurent El Ghaoui
Resource Information
The item Optimization models, Giuseppe C. Calafiore, Laurent El Ghaoui represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in University of Missouri Libraries.This item is available to borrow from 1 library branch.
Resource Information
The item Optimization models, Giuseppe C. Calafiore, Laurent El Ghaoui represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in University of Missouri Libraries.
This item is available to borrow from 1 library branch.
 Summary
 Emphasizing practical understanding over the technicalities of specific algorithms, this elegant textbook is an accessible introduction to the field of optimization, focusing on powerful and reliable convex optimization techniques. Students and practitioners will learn how to recognize, simplify, model and solve optimization problems  and apply these principles to their own projects. A clear and selfcontained introduction to linear algebra demonstrates core mathematical concepts in a way that is easy to follow, and helps students to understand their practical relevance. Requiring only a basic understanding of geometry, calculus, probability and statistics, and striking a careful balance between accessibility and rigor, it enables students to quickly understand the material, without being overwhelmed by complex mathematics. Accompanied by numerous endofchapter problems, an online solutions manual for instructors, and relevant examples from diverse fields including engineering, data science, economics, finance, and management, this is the perfect introduction to optimization for undergraduate and graduate students.Provided by publisher
 Language
 eng
 Extent
 xvii, 631 pages
 Contents

 Introduction
 I: Linear algebra models
 Vectors and functions
 Matrices
 Symmetric matrices
 Singular value decomposition
 Linear equations and least squares
 Matrix algorithms
 II: Convex optimization models
 Convexity
 Linear, quadratic, and geometric models
 Secondorder cone robust models
 Semidefinite models
 Introduction to algorithms
 III: Applications
 Learning from data
 Computational finance
 Control problems
 Engineering design
 Isbn
 9781107050877
 Label
 Optimization models
 Title
 Optimization models
 Statement of responsibility
 Giuseppe C. Calafiore, Laurent El Ghaoui
 Language
 eng
 Summary
 Emphasizing practical understanding over the technicalities of specific algorithms, this elegant textbook is an accessible introduction to the field of optimization, focusing on powerful and reliable convex optimization techniques. Students and practitioners will learn how to recognize, simplify, model and solve optimization problems  and apply these principles to their own projects. A clear and selfcontained introduction to linear algebra demonstrates core mathematical concepts in a way that is easy to follow, and helps students to understand their practical relevance. Requiring only a basic understanding of geometry, calculus, probability and statistics, and striking a careful balance between accessibility and rigor, it enables students to quickly understand the material, without being overwhelmed by complex mathematics. Accompanied by numerous endofchapter problems, an online solutions manual for instructors, and relevant examples from diverse fields including engineering, data science, economics, finance, and management, this is the perfect introduction to optimization for undergraduate and graduate students.Provided by publisher
 Cataloging source
 BTCTA
 http://library.link/vocab/creatorDate
 1969
 http://library.link/vocab/creatorName
 Calafiore, Giuseppe
 Dewey number
 519.6
 Illustrations
 illustrations
 Index
 index present
 LC call number
 QA402.5
 LC item number
 .C35 2014
 Literary form
 non fiction
 Nature of contents
 bibliography
 http://library.link/vocab/relatedWorkOrContributorName
 El Ghaoui, Laurent
 http://library.link/vocab/subjectName

 Mathematical optimization
 Convex sets
 Convex functions
 Convex functions
 Convex sets
 Mathematical optimization
 Label
 Optimization models, Giuseppe C. Calafiore, Laurent El Ghaoui
 Bibliography note
 Includes bibliographical references and index
 Carrier category
 volume
 Carrier category code

 nc
 Carrier MARC source
 rdacarrier.
 Content category
 text
 Content type code

 txt
 Content type MARC source
 rdacontent.
 Contents
 Introduction  I: Linear algebra models  Vectors and functions  Matrices  Symmetric matrices  Singular value decomposition  Linear equations and least squares  Matrix algorithms  II: Convex optimization models  Convexity  Linear, quadratic, and geometric models  Secondorder cone robust models  Semidefinite models  Introduction to algorithms  III: Applications  Learning from data  Computational finance  Control problems  Engineering design
 Control code
 881038143
 Dimensions
 26 cm
 Extent
 xvii, 631 pages
 Isbn
 9781107050877
 Lccn
 2015301842
 Media category
 unmediated
 Media MARC source
 rdamedia.
 Media type code

 n
 Other physical details
 illustrations
 System control number
 (OCoLC)881038143
 Label
 Optimization models, Giuseppe C. Calafiore, Laurent El Ghaoui
 Bibliography note
 Includes bibliographical references and index
 Carrier category
 volume
 Carrier category code

 nc
 Carrier MARC source
 rdacarrier.
 Content category
 text
 Content type code

 txt
 Content type MARC source
 rdacontent.
 Contents
 Introduction  I: Linear algebra models  Vectors and functions  Matrices  Symmetric matrices  Singular value decomposition  Linear equations and least squares  Matrix algorithms  II: Convex optimization models  Convexity  Linear, quadratic, and geometric models  Secondorder cone robust models  Semidefinite models  Introduction to algorithms  III: Applications  Learning from data  Computational finance  Control problems  Engineering design
 Control code
 881038143
 Dimensions
 26 cm
 Extent
 xvii, 631 pages
 Isbn
 9781107050877
 Lccn
 2015301842
 Media category
 unmediated
 Media MARC source
 rdamedia.
 Media type code

 n
 Other physical details
 illustrations
 System control number
 (OCoLC)881038143
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<div class="citation" vocab="http://schema.org/"><i class="fa faexternallinksquare fafw"></i> Data from <span resource="http://link.library.missouri.edu/portal/OptimizationmodelsGiuseppeC.Calafiore/lGNxTfDowdM/" typeof="Book http://bibfra.me/vocab/lite/Item"><span property="name http://bibfra.me/vocab/lite/label"><a href="http://link.library.missouri.edu/portal/OptimizationmodelsGiuseppeC.Calafiore/lGNxTfDowdM/">Optimization models, Giuseppe C. Calafiore, Laurent El Ghaoui</a></span>  <span property="potentialAction" typeOf="OrganizeAction"><span property="agent" typeof="LibrarySystem http://library.link/vocab/LibrarySystem" resource="http://link.library.missouri.edu/"><span property="name http://bibfra.me/vocab/lite/label"><a property="url" href="http://link.library.missouri.edu/">University of Missouri Libraries</a></span></span></span></span></div>