skip to content
Real-time PDE-constrained optimization Preview this item
ClosePreview this item
Checking...

Real-time PDE-constrained optimization

Author: Lorenz T Biegler; Society for Industrial and Applied Mathematics.
Publisher: Philadelphia, Pa. : Society for Industrial and Applied Mathematics (SIAM, 3600 Market Street, Floor 6, Philadelphia, PA 19104), 2007.
Series: Computational science and engineering, 3.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
Many engineering and scientific problems in design, control, and parameter estimation can be formulated as optimization problems that are governed by partial differential equations (PDEs). The complexities of the PDEs--and the requirement for rapid solution--pose significant difficulties. A particularly challenging class of PDE-constrained optimization problems is characterized by the need for real-time solution,  Read more...
Rating:

(not yet rated) 0 with reviews - Be the first.

Subjects
More like this

 

Find a copy online

Links to this item

Find a copy in the library

&AllPage.SpinnerRetrieving; Finding libraries that hold this item...

Details

Genre/Form: Electronic books
Additional Physical Format: Print version:
Real-time PDE-constrained optimization.
Philadelphia : Society for Industrial and Applied Mathematics, ©2007
(DLC) 2006051292
(OCoLC)77485771
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Lorenz T Biegler; Society for Industrial and Applied Mathematics.
ISBN: 9780898718935 0898718937
OCLC Number: 693784032
Language Note: English.
Description: 1 electronic text (xxiii, 312 pages : illustrations (some color)) : digital file.
Contents: Constrained optimal feedback control for DAE --
A stabilizing real-time implementation of NMPC --
Numerical feedback controller design for PDE systems using model reduction: techniques and case studies --
Least-squares methods for optimization --
Space-time multigrid methods for solving unsteady optimal control problems --
A time-parallel implicit methodology for the near-real-time solution of systems of linear oscillators --
Generalized SQP-methods with "parareal" time-domain decomposition for time-dependent PDE-constrained optimization --
Simultaneous pseudo-timestepping for state constrained optimization problems in aerodynamics --
The effect of the digital filter stepsize control on control optimization performance --
Certified rapid solution of partial differential equations for real-time parameter estimation and optimization --
WillcoxMOR --
Feedback control of flow separation --
Shape and topological sensitivity --
COFIR: coarse and fine image registration --
Real-time, large scale optimization of water network systems using a subdomain approach.
Series Title: Computational science and engineering, 3.
Responsibility: edited by Lorenz T. Biegler [and others].

Abstract:

Many engineering and scientific problems in design, control, and parameter estimation can be formulated as optimization problems that are governed by partial differential equations (PDEs). The complexities of the PDEs--and the requirement for rapid solution--pose significant difficulties. A particularly challenging class of PDE-constrained optimization problems is characterized by the need for real-time solution, i.e., in time scales that are sufficiently rapid to support simulation-based decision making. Real-Time PDE-Constrained Optimization, the first book devoted to real-time optimization for systems governed by PDEs, focuses on new formulations, methods, and algorithms needed to facilitate real-time, PDE-constrained optimization. In addition to presenting state-of-the-art algorithms and formulations, the text illustrates these algorithms with a diverse set of applications that includes problems in the areas of aerodynamics, biology, fluid dynamics, medicine, chemical processes, homeland security, and structural dynamics. Audience: readers who have expertise in simulation and are interested in incorporating optimization into their simulations, who have expertise in numerical optimization and are interested in adapting optimization methods to the class of infinite-dimensional simulation problems, or who have worked in "offline" optimization contexts and are interested in moving to "online" optimization.

Reviews

User-contributed reviews
Retrieving GoodReads reviews...
Retrieving DOGObooks reviews...

Tags

Be the first.
Confirm this request

You may have already requested this item. Please select Ok if you would like to proceed with this request anyway.

Linked Data


Primary Entity

<http://www.worldcat.org/oclc/693784032> # Real-time PDE-constrained optimization
    a schema:CreativeWork, schema:MediaObject, schema:Book ;
   library:oclcnum "693784032" ;
   library:placeOfPublication <http://id.loc.gov/vocabulary/countries/pau> ;
   library:placeOfPublication <http://experiment.worldcat.org/entity/work/data/63070353#Place/philadelphia_pa> ; # Philadelphia, Pa.
   schema:about <http://id.worldcat.org/fast/893488> ; # Differential equations, Partial--Numerical solutions
   schema:about <http://experiment.worldcat.org/entity/work/data/63070353#Thing/partial_differential_equations> ; # Partial differential equations
   schema:about <http://experiment.worldcat.org/entity/work/data/63070353#Topic/engineering_&_applied_sciences> ; # Engineering & Applied Sciences
   schema:about <http://id.loc.gov/authorities/subjects/sh85037915> ; # Differential equations, Partial--Numerical solutions
   schema:about <http://id.worldcat.org/fast/1012099> ; # Mathematical optimization
   schema:about <http://experiment.worldcat.org/entity/work/data/63070353#Topic/civil_&_environmental_engineering> ; # Civil & Environmental Engineering
   schema:about <http://dewey.info/class/519.6/e22/> ;
   schema:about <http://experiment.worldcat.org/entity/work/data/63070353#Thing/science_and_engineering_applications> ; # Science and engineering applications
   schema:about <http://experiment.worldcat.org/entity/work/data/63070353#Thing/real_time_optimization> ; # Real-time optimization
   schema:about <http://experiment.worldcat.org/entity/work/data/63070353#Thing/optimal_control> ; # Optimal control
   schema:about <http://experiment.worldcat.org/entity/work/data/63070353#Topic/operations_research> ; # Operations Research
   schema:about <http://experiment.worldcat.org/entity/work/data/63070353#Thing/parameter_estimation> ; # Parameter estimation
   schema:bookFormat schema:EBook ;
   schema:contributor <http://viaf.org/viaf/47497714> ; # Lorenz T. Biegler
   schema:contributor <http://viaf.org/viaf/138967442> ; # Society for Industrial and Applied Mathematics.
   schema:datePublished "2007" ;
   schema:description "Many engineering and scientific problems in design, control, and parameter estimation can be formulated as optimization problems that are governed by partial differential equations (PDEs). The complexities of the PDEs--and the requirement for rapid solution--pose significant difficulties. A particularly challenging class of PDE-constrained optimization problems is characterized by the need for real-time solution, i.e., in time scales that are sufficiently rapid to support simulation-based decision making. Real-Time PDE-Constrained Optimization, the first book devoted to real-time optimization for systems governed by PDEs, focuses on new formulations, methods, and algorithms needed to facilitate real-time, PDE-constrained optimization. In addition to presenting state-of-the-art algorithms and formulations, the text illustrates these algorithms with a diverse set of applications that includes problems in the areas of aerodynamics, biology, fluid dynamics, medicine, chemical processes, homeland security, and structural dynamics. Audience: readers who have expertise in simulation and are interested in incorporating optimization into their simulations, who have expertise in numerical optimization and are interested in adapting optimization methods to the class of infinite-dimensional simulation problems, or who have worked in "offline" optimization contexts and are interested in moving to "online" optimization."@en ;
   schema:description "Constrained optimal feedback control for DAE -- A stabilizing real-time implementation of NMPC -- Numerical feedback controller design for PDE systems using model reduction: techniques and case studies -- Least-squares methods for optimization -- Space-time multigrid methods for solving unsteady optimal control problems -- A time-parallel implicit methodology for the near-real-time solution of systems of linear oscillators -- Generalized SQP-methods with "parareal" time-domain decomposition for time-dependent PDE-constrained optimization -- Simultaneous pseudo-timestepping for state constrained optimization problems in aerodynamics -- The effect of the digital filter stepsize control on control optimization performance -- Certified rapid solution of partial differential equations for real-time parameter estimation and optimization -- WillcoxMOR -- Feedback control of flow separation -- Shape and topological sensitivity -- COFIR: coarse and fine image registration -- Real-time, large scale optimization of water network systems using a subdomain approach."@en ;
   schema:exampleOfWork <http://worldcat.org/entity/work/id/63070353> ;
   schema:genre "Electronic books"@en ;
   schema:inLanguage "en" ;
   schema:isPartOf <http://experiment.worldcat.org/entity/work/data/63070353#Series/computational_science_and_engineering> ; # Computational science and engineering ;
   schema:isPartOf <http://experiment.worldcat.org/entity/work/data/63070353#Series/computational_science_&_engineering> ; # Computational science & engineering ;
   schema:isSimilarTo <http://www.worldcat.org/oclc/77485771> ;
   schema:name "Real-time PDE-constrained optimization"@en ;
   schema:productID "693784032" ;
   schema:publication <http://www.worldcat.org/title/-/oclc/693784032#PublicationEvent/philadelphia_pa_society_for_industrial_and_applied_mathematics_siam_3600_market_street_floor_6_philadelphia_pa_19104_2007> ;
   schema:publisher <http://experiment.worldcat.org/entity/work/data/63070353#Agent/society_for_industrial_and_applied_mathematics_siam_3600_market_street_floor_6_philadelphia_pa_19104> ; # Society for Industrial and Applied Mathematics (SIAM, 3600 Market Street, Floor 6, Philadelphia, PA 19104)
   schema:url <http://dx.doi.org/10.1137/1.9780898718935> ;
   schema:url <http://epubs.siam.org/ebooks/siam/computational_science_and_engineering/cs03> ;
   schema:workExample <http://worldcat.org/isbn/9780898718935> ;
   wdrs:describedby <http://www.worldcat.org/title/-/oclc/693784032> ;
    .


Related Entities

<http://experiment.worldcat.org/entity/work/data/63070353#Agent/society_for_industrial_and_applied_mathematics_siam_3600_market_street_floor_6_philadelphia_pa_19104> # Society for Industrial and Applied Mathematics (SIAM, 3600 Market Street, Floor 6, Philadelphia, PA 19104)
    a bgn:Agent ;
   schema:name "Society for Industrial and Applied Mathematics (SIAM, 3600 Market Street, Floor 6, Philadelphia, PA 19104)" ;
    .

<http://experiment.worldcat.org/entity/work/data/63070353#Place/philadelphia_pa> # Philadelphia, Pa.
    a schema:Place ;
   schema:name "Philadelphia, Pa." ;
    .

<http://experiment.worldcat.org/entity/work/data/63070353#Series/computational_science_&_engineering> # Computational science & engineering ;
    a bgn:PublicationSeries ;
   schema:hasPart <http://www.worldcat.org/oclc/693784032> ; # Real-time PDE-constrained optimization
   schema:name "Computational science & engineering ;" ;
    .

<http://experiment.worldcat.org/entity/work/data/63070353#Series/computational_science_and_engineering> # Computational science and engineering ;
    a bgn:PublicationSeries ;
   schema:hasPart <http://www.worldcat.org/oclc/693784032> ; # Real-time PDE-constrained optimization
   schema:name "Computational science and engineering ;" ;
    .

<http://experiment.worldcat.org/entity/work/data/63070353#Thing/parameter_estimation> # Parameter estimation
    a schema:Thing ;
   schema:name "Parameter estimation" ;
    .

<http://experiment.worldcat.org/entity/work/data/63070353#Thing/partial_differential_equations> # Partial differential equations
    a schema:Thing ;
   schema:name "Partial differential equations" ;
    .

<http://experiment.worldcat.org/entity/work/data/63070353#Thing/real_time_optimization> # Real-time optimization
    a schema:Thing ;
   schema:name "Real-time optimization" ;
    .

<http://experiment.worldcat.org/entity/work/data/63070353#Thing/science_and_engineering_applications> # Science and engineering applications
    a schema:Thing ;
   schema:name "Science and engineering applications" ;
    .

<http://experiment.worldcat.org/entity/work/data/63070353#Topic/civil_&_environmental_engineering> # Civil & Environmental Engineering
    a schema:Intangible ;
   schema:name "Civil & Environmental Engineering"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/63070353#Topic/engineering_&_applied_sciences> # Engineering & Applied Sciences
    a schema:Intangible ;
   schema:name "Engineering & Applied Sciences"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/63070353#Topic/operations_research> # Operations Research
    a schema:Intangible ;
   schema:name "Operations Research"@en ;
    .

<http://id.loc.gov/authorities/subjects/sh85037915> # Differential equations, Partial--Numerical solutions
    a schema:Intangible ;
   schema:name "Differential equations, Partial--Numerical solutions"@en ;
    .

<http://id.worldcat.org/fast/1012099> # Mathematical optimization
    a schema:Intangible ;
   schema:name "Mathematical optimization"@en ;
    .

<http://id.worldcat.org/fast/893488> # Differential equations, Partial--Numerical solutions
    a schema:Intangible ;
   schema:name "Differential equations, Partial--Numerical solutions"@en ;
    .

<http://viaf.org/viaf/138967442> # Society for Industrial and Applied Mathematics.
    a schema:Organization ;
   schema:name "Society for Industrial and Applied Mathematics." ;
    .

<http://viaf.org/viaf/47497714> # Lorenz T. Biegler
    a schema:Person ;
   schema:familyName "Biegler" ;
   schema:givenName "Lorenz T." ;
   schema:name "Lorenz T. Biegler" ;
    .

<http://worldcat.org/isbn/9780898718935>
    a schema:ProductModel ;
   schema:isbn "0898718937" ;
   schema:isbn "9780898718935" ;
    .

<http://www.worldcat.org/oclc/77485771>
    a schema:CreativeWork ;
   rdfs:label "Real-time PDE-constrained optimization." ;
   schema:description "Print version:" ;
   schema:isSimilarTo <http://www.worldcat.org/oclc/693784032> ; # Real-time PDE-constrained optimization
    .


Content-negotiable representations

Close Window

Please sign in to WorldCat 

Don't have an account? You can easily create a free account.