Moments, positive polynomials and their applications / (Record no. 2922540)

MARC details
000 -LEADER
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001 - CONTROL NUMBER
control field ocn624365972
003 - CONTROL NUMBER IDENTIFIER
control field OCoLC
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20220713030747.0
006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS--GENERAL INFORMATION
fixed length control field m o d
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
fixed length control field cr cuu|||uu|||
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 100520s2010 enka ob 001 0 eng d
040 ## - CATALOGING SOURCE
Original cataloging agency LLB
Language of cataloging eng
Description conventions pn
Transcribing agency LLB
Modifying agency N$T
-- OCLCQ
-- CDX
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-- OCLCQ
016 7# - NATIONAL BIBLIOGRAPHIC AGENCY CONTROL NUMBER
Record control number 015369161
Source Uk
019 ## -
-- 666256886
-- 670430586
-- 1055403219
-- 1063812033
-- 1086435527
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781848164468
Qualifying information (electronic bk.)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 1848164467
Qualifying information (electronic bk.)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9786612760006
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 6612760001
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
Cancelled/invalid ISBN 1848164459
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
Cancelled/invalid ISBN 9781848164451
024 8# - OTHER STANDARD IDENTIFIER
Standard number or code 9786612760006
029 1# - (OCLC)
OCLC library identifier AU@
System control number 000051395989
029 1# - (OCLC)
OCLC library identifier DEBBG
System control number BV043138384
029 1# - (OCLC)
OCLC library identifier DEBSZ
System control number 421675705
029 1# - (OCLC)
OCLC library identifier GBVCP
System control number 803174098
035 ## - SYSTEM CONTROL NUMBER
System control number (OCoLC)624365972
Canceled/invalid control number (OCoLC)666256886
-- (OCoLC)670430586
-- (OCoLC)1055403219
-- (OCoLC)1063812033
-- (OCoLC)1086435527
037 ## - SOURCE OF ACQUISITION
Stock number 276000
Source of stock number/acquisition MIL
050 #4 - LIBRARY OF CONGRESS CALL NUMBER
Classification number QA402.5
Item number .L37 2010eb
072 #7 - SUBJECT CATEGORY CODE
Subject category code MAT
Subject category code subdivision 042000
Source bisacsh
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 519.6
Edition number 22
049 ## - LOCAL HOLDINGS (OCLC)
Holding library MAIN
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Lasserre, Jean-Bernard,
Dates associated with a name 1953-
9 (RLIN) 381471
245 10 - TITLE STATEMENT
Title Moments, positive polynomials and their applications /
Statement of responsibility, etc Jean Bernard Lasserre.
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc London :
Name of publisher, distributor, etc Imperial College Press ;
Place of publication, distribution, etc Singapore :
Name of publisher, distributor, etc Distributed by World Scientific Pub. Co.,
Date of publication, distribution, etc ©2010.
300 ## - PHYSICAL DESCRIPTION
Extent 1 online resource (xxi, 361 pages) :
Other physical details illustrations (some color).
336 ## -
-- text
-- txt
-- rdacontent
337 ## -
-- computer
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-- rdamedia
338 ## -
-- online resource
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-- rdacarrier
490 1# - SERIES STATEMENT
Series statement Imperial College Press optimization series,
International Standard Serial Number 2041-1677 ;
Volume number/sequential designation v. 1
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc Includes bibliographical references (pages 341-358) and index.
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note 1. The generalized moment problem. 1.1. Formulations. 1.2. Duality theory. 1.3. Computational complexity. 1.4. Summary. 1.5. Exercises. 1.6. Notes and sources -- 2. Positive polynomials. 2.1. Sum of squares representations and semi-definite optimization. 2.2. Nonnegative versus s.o.s. polynomials. 2.3. Representation theorems : univariate case. 2.4. Representation theorems : mutivariate case. 2.5. Polynomials positive on a compact basic semi-algebraic set. 2.6. Polynomials nonnegative on real varieties. 2.7. Representations with sparsity properties. 2.8. Representation of convex polynomials. 2.9. Summary. 2.10. Exercises. 2.11. Notes and sources -- 3. Moments. 3.1. The one-dimensional moment problem. 3.2. The multi-dimensional moment problem. 3.3. The K-moment problem. 3.4. Moment conditions for bounded density. 3.5. Summary. 3.6. Exercises. 3.7. Notes and sources -- 4. Algorithms for moment problems. 4.1. The overall approach. 4.2. Semidefinite relaxations. 4.3. Extraction of solutions. 4.4. Linear relaxations. 4.5. Extensions. 4.6. Exploiting sparsity. 4.7. Summary. 4.8. Exercises. 4.9. Notes and sources. 4.10. Proofs -- 5. Global optimization over polynomials. 5.1. The primal and dual perspectives. 5.2. Unconstrained polynomial optimization. 5.3. Constrained polynomial optimization : semidefinite relaxations. 5.4. Linear programming relaxations. 5.5. Global optimality conditions. 5.6. Convex polynomial programs. 5.7. Discrete optimization. 5.8. Global minimization of a rational function. 5.9. Exploiting symmetry. 5.10. Summary. 5.11. Exercises. 5.12. Notes and sources -- 6. Systems of polynomial equations. 6.1. Introduction. 6.2. Finding a real solution to systems of polynomial equations. 6.3. Finding all complex and/or all real solutions : a unified treatment. 6.4. Summary. 6.5. Exercises. 6.6. Notes and sources -- 7. Applications in probability. 7.1. Upper bounds on measures with moment conditions. 7.2. Measuring basic semi-algebraic sets. 7.3. Measures with given marginals. 7.4. Summary. 7.5. Exercises. 7.6. Notes and sources -- 8. Markov chains applications. 8.1. Bounds on invariant measures. 8.2. Evaluation of ergodic criteria. 8.3. Summary. 8.4. Exercises. 8.5. Notes and sources -- 9. Application in mathematical finance. 9.1. Option pricing with moment information. 9.2. Option pricing with a dynamic model. 9.3. Summary. 9.4. Notes and sources -- 10. Application in control. 10.1. Introduction. 10.2. Weak formulation of optimal control problems. 10.3. Semidefinite relaxations for the OCP. 10.4. Summary. 10.5. Notes and sources -- 11. Convex envelope and representation of convex sets. 11.1. The convex envelope of a rational function. 11.2. Semidefinite representation of convex sets. 11.3. Algebraic certificates of convexity. 11.4. Summary. 11.5. Exercises. 11.6. Notes and sources -- 12. Multivariate integration 12.1. Integration of a rational function. 12.2. Integration of exponentials of polynomials. 12.3. Maximum entropy estimation. 12.4. Summary. 12.5. Exercises. 12.6. Notes and sources -- 13. Min-max problems and Nash equilibria. 13.1. Robust polynomial optimization. 13.2. Minimizing the sup of finitely many rational cunctions. 13.3. Application to Nash equilibria. 13.4. Exercises. 13.5. Notes and sources -- 14. Bounds on linear PDE. 14.1. Linear partial differential equations. 14.2. Notes and sources.
520 ## - SUMMARY, ETC.
Summary, etc 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 to solve the GMP when its data are polynomials and basic semi-algebraic sets. This methodology combines semidefinite programming with recent results from real algebraic geometry to provide a hierarchy of semidefinite relaxations converging to the desired optimal value. Applied on appropriate cones, standard duality in convex optimization nicely expresses the duality between moments and positive polynomials. In the second part, the methodology is particularized and described in detail for various applications, including global optimization, probability, optimal control, mathematical finance, multivariate integration, etc., and examples are provided for each particular application.
588 0# -
-- Print version record.
590 ## - LOCAL NOTE (RLIN)
Local note eBooks on EBSCOhost
Provenance (VM) [OBSOLETE] EBSCO eBook Subscription Academic Collection - Worldwide
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Mathematical optimization.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Moment problems (Mathematics)
9 (RLIN) 226483
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Geometry, Algebraic.
9 (RLIN) 101299
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Polynomials.
9 (RLIN) 128196
650 #6 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Optimisation mathématique.
9 (RLIN) 878326
650 #6 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Problèmes des moments (Mathématiques)
9 (RLIN) 1463471
650 #6 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Géométrie algébrique.
9 (RLIN) 894815
650 #6 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Polynômes.
9 (RLIN) 951770
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element MATHEMATICS
General subdivision Optimization.
Source of heading or term bisacsh
9 (RLIN) 924403
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Geometry, Algebraic.
Source of heading or term fast
-- (OCoLC)fst00940902
9 (RLIN) 101299
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Mathematical optimization.
Source of heading or term fast
-- (OCoLC)fst01012099
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Moment problems (Mathematics)
Source of heading or term fast
-- (OCoLC)fst01025012
9 (RLIN) 226483
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Polynomials.
Source of heading or term fast
-- (OCoLC)fst01070715
9 (RLIN) 128196
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Positives Polynom
Source of heading or term gnd
9 (RLIN) 1463472
655 #0 - INDEX TERM--GENRE/FORM
Genre/form data or focus term Electronic book.
655 #4 - INDEX TERM--GENRE/FORM
Genre/form data or focus term Electronic book.
710 2# - ADDED ENTRY--CORPORATE NAME
Corporate name or jurisdiction name as entry element World Scientific (Firm)
9 (RLIN) 74845
776 1# - ADDITIONAL PHYSICAL FORM ENTRY
International Standard Book Number 1848164459
776 1# - ADDITIONAL PHYSICAL FORM ENTRY
International Standard Book Number 9781848164451
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE
Uniform title Imperial College Press optimization series ;
Volume number/sequential designation v. 1.
9 (RLIN) 340731
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=340588">https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=340588</a>
938 ## -
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Holdings
Withdrawn status Lost status Damaged status Not for loan Collection code Home library Current library Date acquired Total Checkouts Date last seen Price effective from Koha item type
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