Holdings: Large-scale PDE-constrained optimization in applications

Large-scale PDE-constrained optimization in applications:

Saved in:

Bibliographic Details
Main Author:	Hazra, Subhendu Bikash (Author)
Format:	Book
Language:	English
Published:	Berlin ; Heidelberg Springer 2010
Series:	Lecture notes in applied and computational mechanics 49
Subjects:	Aerodynamik Poröser Stoff Numerisches Modell Optimierung Partielle Differentialgleichung Mehrphasenströmung Umwelttechnik Gestaltoptimierung
Online Access:	Inhaltsverzeichnis
Item Description:	Literaturangaben
Physical Description:	XXII, 201 S. graph. Darst. 24 cm
ISBN:	9783642015014

Staff View

MARC


LEADER	00000nam a2200000 cb4500
001	BV036592870
003	DE-604
005	00000000000000.0
007	t
008	100730s2010 gw d\|\|\| \|\|\|\| 00\|\|\| eng d
015			\|a 09,N40,0718 \|2 dnb
015			\|a 10,A28 \|2 dnb
016	7		\|a 996813306 \|2 DE-101
020			\|a 9783642015014 \|c Pp. : EUR 106.95 (freier Pr.), sfr 166.00 (freier Pr.) \|9 978-3-642-01501-4
024	3		\|a 9783642015014
028	5	2	\|a 12671809
035			\|a (OCoLC)699537837
035			\|a (DE-599)DNB996813306
040			\|a DE-604 \|b ger \|e rakddb
041	0		\|a eng
044			\|a gw \|c XA-DE-BE
049			\|a DE-29T
082	0		\|a 620.1074 \|2 22/ger
082	0		\|a 519.6 \|2 22/ger
082	0		\|a 620.1064 \|2 22/ger
084			\|a 510 \|2 sdnb
084			\|a 620 \|2 sdnb
100	1		\|a Hazra, Subhendu Bikash \|e Verfasser \|4 aut
245	1	0	\|a Large-scale PDE-constrained optimization in applications \|c Subhendu Bikash Hazra
264		1	\|a Berlin ; Heidelberg \|b Springer \|c 2010
300			\|a XXII, 201 S. \|b graph. Darst. \|c 24 cm
336			\|b txt \|2 rdacontent
337			\|b n \|2 rdamedia
338			\|b nc \|2 rdacarrier
490	1		\|a Lecture notes in applied and computational mechanics \|v 49
500			\|a Literaturangaben
650	0	7	\|a Aerodynamik \|0 (DE-588)4000589-6 \|2 gnd \|9 rswk-swf
650	0	7	\|a Poröser Stoff \|0 (DE-588)4046811-2 \|2 gnd \|9 rswk-swf
650	0	7	\|a Numerisches Modell \|0 (DE-588)4338132-7 \|2 gnd \|9 rswk-swf
650	0	7	\|a Optimierung \|0 (DE-588)4043664-0 \|2 gnd \|9 rswk-swf
650	0	7	\|a Partielle Differentialgleichung \|0 (DE-588)4044779-0 \|2 gnd \|9 rswk-swf
650	0	7	\|a Mehrphasenströmung \|0 (DE-588)4169315-2 \|2 gnd \|9 rswk-swf
650	0	7	\|a Umwelttechnik \|0 (DE-588)4061650-2 \|2 gnd \|9 rswk-swf
650	0	7	\|a Gestaltoptimierung \|0 (DE-588)4329076-0 \|2 gnd \|9 rswk-swf
689	0	0	\|a Umwelttechnik \|0 (DE-588)4061650-2 \|D s
689	0	1	\|a Poröser Stoff \|0 (DE-588)4046811-2 \|D s
689	0	2	\|a Mehrphasenströmung \|0 (DE-588)4169315-2 \|D s
689	0	3	\|a Optimierung \|0 (DE-588)4043664-0 \|D s
689	0	4	\|a Numerisches Modell \|0 (DE-588)4338132-7 \|D s
689	0	5	\|a Partielle Differentialgleichung \|0 (DE-588)4044779-0 \|D s
689	0		\|5 DE-604
689	1	0	\|a Aerodynamik \|0 (DE-588)4000589-6 \|D s
689	1	1	\|a Gestaltoptimierung \|0 (DE-588)4329076-0 \|D s
689	1	2	\|a Numerisches Modell \|0 (DE-588)4338132-7 \|D s
689	1	3	\|a Partielle Differentialgleichung \|0 (DE-588)4044779-0 \|D s
689	1		\|5 DE-604
830		0	\|a Lecture notes in applied and computational mechanics \|v 49 \|w (DE-604)BV017110729 \|9 49
856	4	2	\|m DNB Datenaustausch \|q application/pdf \|u http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=020513543&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA \|3 Inhaltsverzeichnis
999			\|a oai:aleph.bib-bvb.de:BVB01-020513543

Record in the Search Index

_version_	1804143190766256128
adam_text	CONTENTS 1 INTRODUCTION 1 2 PARTIAL DIFFERENTIAL EQUATIONS IN MATHEMATICAL MODELING OF FLUID FLOW PROBLEMS 5 2.1 INTRODUCTION 5 2.1.1 THE NAVIER-STOKES EQUATIONS FOR COMPRESSIBLE VISCOUS FLOW 12 2.1.2 THE EULER EQUATIONS FOR COMPRESSIBLE INVISCID FLOW 12 2.1.3 VECTOR FORM OF THE NAVIER-STOKES EQUATIONS FOR COMPRESSIBLE VISCOUS HOW 13 2.2 NON-DIMENSIONALIZATION 14 2.3 TURBULENCE AND ITS MODELING 14 2.3.1 TURBULENT AVERAGED QUANTITIES 15 2.3.2 THE REYNOLDS AVERAGED NAVIER-STOKES EQUATIONS 16 2.4 ANALYTIC ASPECTS OF THE PDES 17 3 PDE-CONSTRAINED OPTIMIZATION METHODS 19 3.1 UNCONSTRAINED OPTIMIZATION PROBLEM 19 3.2 CONSTRAINED OPTIMIZATION PROBLEM 21 3.2.1 NESTED ANALYSIS AND DESIGN (NAND) 21 3.2.2 SIMULTANEOUS ANALYSIS AND DESIGN (SAND) 24 3.2.3 FULL NEWTON SAND 24 PART I: APPLICATIONS IN ENVIRONMENTAL ENGINEERING 4 MATHEMATICAL MODEL OF MULTIPHASE FLOW THROUGH POROUS MEDIA ... 29 4.1 INTRODUCTION 29 4.2 GENERAL FORM OF THE MULTIPHASE HOW EQUATIONS 30 4.2.1 ISOTHERMAL WATER-GAS SYSTEM (TWO-PHASE FLOW) 31 BIBLIOGRAFISCHE INFORMATIONEN HTTP://D-NB.INFO/996813306 DIGITALISIERT DURCH X CONTENTS 4.2.2 NONISOTHERMAL WATER-GAS SYSTEMS (TWO-PHASE TWO-COMPONENT FLOW) 32 4.2.3 CONSTITUTIVE RELATIONSHIPS 34 4.3 THE FORWARD SIMULATION PROBLEM 36 4.3.1 GOVERNING EQUATIONS 36 4.4 DISCRETIZATION 38 4.4.1 IMPLICIT TIME DISCRETIZATION 40 4.5 THE SOFTWARE SYSTEM MUFTE-UG 41 5 PARAMETER IDENTIFICATION IN MULTIPHASE FLOW THROUGH POROUS MEDIA 43 5.1 INTRODUCTION 43 5.2 LEAST-SQUARES FORMULATION 44 5.3 THE MULTIPLE SHOOTING PARAMETER ESTIMATION APPROACH 44 5.4 A REDUCED GENERALIZED GAUSS-NEWTON METHOD 45 5.5 COMPUTATION OF (INEXACT) DERIVATIVES 47 5.6 NUMERICAL RESULTS AND DISCUSSION 50 5.6.1 ISOTHERMAL CASE (TWO-PHASE FLOW) 50 5.6.2 NON-ISOTHERMAL CASE (TWO-PHASE TWO-COMPONENT HOW) 52 5.7 CONCLUSIONS 61 PART II: APPLICATIONS IN AERODYNAMICS 6 SIMULTANEOUS PSEUDO-TIME-STEPPING FOR PDE-MODEL BASED OPTIMIZATION PROBLEMS 65 6.1 INTRODUCTION 65 6.2 THE OPTIMIZATION PROBLEM AND PSEUDO-UNSTEADY FORMULATION OF THE KKT CONDITIONS 67 6.3 REDUCED SQP METHODS 69 6.4 PSEUDO-TIME-STEPPING FOR OPTIMIZATION PROBLEMS 71 6.5 APPLICATION TO A MODEL PROBLEM 72 6.6 ANALYSIS OF THE HESSIAN 73 6.7 NUMERICAL IMPLEMENTATION 75 6.8 RESULTS AND DISCUSSION 76 6.9 CONCLUSIONS 80 7 AERODYNAMIC SHAPE OPTIMIZATION USING SIMULTANEOUS PSEUDO-TIME-STEPPING 8 CONTENTS XI 7.6.1 DRAG REDUCTION WITH GEOMETRIC CONSTRAINT FOR AN RAE2822 AIRFOIL 95 7.6.2 DRAG REDUCTION WITH GEOMETRIC CONSTRAINTS FOR SUPERSONIC CRUISE TRANSPORT (SCT) WING 102 7.7 CONCLUSIONS 104 8 INDIRECT TREATMENT OF STATE CONSTRAINTS IN AERODYNAMIC SHAPE OPTIMIZATION USING SIMULTANEOUS PSEUDO-TIME-STEPPING 105 8.1 INTRODUCTION 105 8.2 PSEUDO-TIME-STEPPING FOR THE CONSTRAINED OPTIMIZATION PROBLEM 105 8.3 NUMERICAL RESULTS AND DISCUSSION 109 8.4 CONCLUSIONS 116 9 DIRECT TREATMENT OF STATE CONSTRAINTS IN AERODYNAMIC SHAPE OPTIMIZATION USING SIMULTANEOUS PSEUDO-TIME-STEPPING 117 9.1 INTRODUCTION 117 9.2 SCALAR STATE CONSTRAINTS 118 9.2.1 PARTIAL REDUCTION OF THE PROBLEM 119 9.2.2 SOLUTION STRATEGY OF THE CONSTRAINED PROBLEM 120 9.2.3 BACK PROJECTION 121 9.3 NUMERICAL RESULTS AND DISCUSSION 122 9.3.1 APPLICATIONS IN 2D 123 9.3.2 APPLICATION IN 3D 127 9.4 CONCLUSIONS 132 10 MULTIGRID ONE-SHOT PSEUDO-TIME-STEPPING METHOD FOR AERODYNAMIC SHAPE OPTIMIZATION 135 10.1 INTRODUCTION 135 10.2 THE MULTIGRID ALGORITHM 136 10.3 NUMERICAL RESULTS AND DISCUSSION 137 10.3.1 DRAG REDUCTION WITH CONSTANT THICKNESS FOR RAE2822 AIRFOIL 137 10.3.2 DRAG REDUCTION WITH GEOMETRIC CONSTRAINTS FOR SCT WING 147 10.4 CONCLUSIONS 152 1 XII CONTENTS 12 ONE-SHOT PSEUDO-TIME-STEPPING METHOD FOR AERODYNAMIC SHAPE OPTIMIZATION USING THE NAVIER-STOKES EQUATIONS 175 12.1 INTRODUCTION 175 12.2 DETAILED EQUATIONS OF THE AERODYNAMIC SHAPE OPTIMIZATION PROBLEM 176 12.3 NUMERICAL RESULTS AND DISCUSSION 183 12.4 CONCLUSIONS 188 REFERENCES 189 INDEX 199
any_adam_object	1
author	Hazra, Subhendu Bikash
author_facet	Hazra, Subhendu Bikash
author_role	aut
author_sort	Hazra, Subhendu Bikash
author_variant	s b h sb sbh
building	Verbundindex
bvnumber	BV036592870
ctrlnum	(OCoLC)699537837 (DE-599)DNB996813306
dewey-full	620.1074 519.6 620.1064
dewey-hundreds	600 - Technology (Applied sciences) 500 - Natural sciences and mathematics
dewey-ones	620 - Engineering and allied operations 519 - Probabilities and applied mathematics
dewey-raw	620.1074 519.6 620.1064
dewey-search	620.1074 519.6 620.1064
dewey-sort	3620.1074
dewey-tens	620 - Engineering and allied operations 510 - Mathematics
discipline	Maschinenbau / Maschinenwesen Mathematik
format	Book
fullrecord	<?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>02756nam a2200673 cb4500</leader><controlfield tag="001">BV036592870</controlfield><controlfield tag="003">DE-604</controlfield><controlfield tag="005">00000000000000.0</controlfield><controlfield tag="007">t</controlfield><controlfield tag="008">100730s2010 gw d\|\|\| \|\|\|\| 00\|\|\| eng d</controlfield><datafield tag="015" ind1=" " ind2=" "><subfield code="a">09,N40,0718</subfield><subfield code="2">dnb</subfield></datafield><datafield tag="015" ind1=" " ind2=" "><subfield code="a">10,A28</subfield><subfield code="2">dnb</subfield></datafield><datafield tag="016" ind1="7" ind2=" "><subfield code="a">996813306</subfield><subfield code="2">DE-101</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9783642015014</subfield><subfield code="c">Pp. : EUR 106.95 (freier Pr.), sfr 166.00 (freier Pr.)</subfield><subfield code="9">978-3-642-01501-4</subfield></datafield><datafield tag="024" ind1="3" ind2=" "><subfield code="a">9783642015014</subfield></datafield><datafield tag="028" ind1="5" ind2="2"><subfield code="a">12671809</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)699537837</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)DNB996813306</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">DE-604</subfield><subfield code="b">ger</subfield><subfield code="e">rakddb</subfield></datafield><datafield tag="041" ind1="0" ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="044" ind1=" " ind2=" "><subfield code="a">gw</subfield><subfield code="c">XA-DE-BE</subfield></datafield><datafield tag="049" ind1=" " ind2=" "><subfield code="a">DE-29T</subfield></datafield><datafield tag="082" ind1="0" ind2=" "><subfield code="a">620.1074</subfield><subfield code="2">22/ger</subfield></datafield><datafield tag="082" ind1="0" ind2=" "><subfield code="a">519.6</subfield><subfield code="2">22/ger</subfield></datafield><datafield tag="082" ind1="0" ind2=" "><subfield code="a">620.1064</subfield><subfield code="2">22/ger</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">510</subfield><subfield code="2">sdnb</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">620</subfield><subfield code="2">sdnb</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Hazra, Subhendu Bikash</subfield><subfield code="e">Verfasser</subfield><subfield code="4">aut</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Large-scale PDE-constrained optimization in applications</subfield><subfield code="c">Subhendu Bikash Hazra</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Berlin ; Heidelberg</subfield><subfield code="b">Springer</subfield><subfield code="c">2010</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">XXII, 201 S.</subfield><subfield code="b">graph. Darst.</subfield><subfield code="c">24 cm</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="b">n</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="b">nc</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="490" ind1="1" ind2=" "><subfield code="a">Lecture notes in applied and computational mechanics</subfield><subfield code="v">49</subfield></datafield><datafield tag="500" ind1=" " ind2=" "><subfield code="a">Literaturangaben</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Aerodynamik</subfield><subfield code="0">(DE-588)4000589-6</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Poröser Stoff</subfield><subfield code="0">(DE-588)4046811-2</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Numerisches Modell</subfield><subfield code="0">(DE-588)4338132-7</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Optimierung</subfield><subfield code="0">(DE-588)4043664-0</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Partielle Differentialgleichung</subfield><subfield code="0">(DE-588)4044779-0</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Mehrphasenströmung</subfield><subfield code="0">(DE-588)4169315-2</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Umwelttechnik</subfield><subfield code="0">(DE-588)4061650-2</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Gestaltoptimierung</subfield><subfield code="0">(DE-588)4329076-0</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="689" ind1="0" ind2="0"><subfield code="a">Umwelttechnik</subfield><subfield code="0">(DE-588)4061650-2</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="1"><subfield code="a">Poröser Stoff</subfield><subfield code="0">(DE-588)4046811-2</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="2"><subfield code="a">Mehrphasenströmung</subfield><subfield code="0">(DE-588)4169315-2</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="3"><subfield code="a">Optimierung</subfield><subfield code="0">(DE-588)4043664-0</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="4"><subfield code="a">Numerisches Modell</subfield><subfield code="0">(DE-588)4338132-7</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="5"><subfield code="a">Partielle Differentialgleichung</subfield><subfield code="0">(DE-588)4044779-0</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2=" "><subfield code="5">DE-604</subfield></datafield><datafield tag="689" ind1="1" ind2="0"><subfield code="a">Aerodynamik</subfield><subfield code="0">(DE-588)4000589-6</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="1" ind2="1"><subfield code="a">Gestaltoptimierung</subfield><subfield code="0">(DE-588)4329076-0</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="1" ind2="2"><subfield code="a">Numerisches Modell</subfield><subfield code="0">(DE-588)4338132-7</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="1" ind2="3"><subfield code="a">Partielle Differentialgleichung</subfield><subfield code="0">(DE-588)4044779-0</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="1" ind2=" "><subfield code="5">DE-604</subfield></datafield><datafield tag="830" ind1=" " ind2="0"><subfield code="a">Lecture notes in applied and computational mechanics</subfield><subfield code="v">49</subfield><subfield code="w">(DE-604)BV017110729</subfield><subfield code="9">49</subfield></datafield><datafield tag="856" ind1="4" ind2="2"><subfield code="m">DNB Datenaustausch</subfield><subfield code="q">application/pdf</subfield><subfield code="u">http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=020513543&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA</subfield><subfield code="3">Inhaltsverzeichnis</subfield></datafield><datafield tag="999" ind1=" " ind2=" "><subfield code="a">oai:aleph.bib-bvb.de:BVB01-020513543</subfield></datafield></record></collection>
id	DE-604.BV036592870
illustrated	Illustrated
indexdate	2024-07-09T22:43:44Z
institution	BVB
isbn	9783642015014
language	English
oai_aleph_id	oai:aleph.bib-bvb.de:BVB01-020513543
oclc_num	699537837
open_access_boolean
owner	DE-29T
owner_facet	DE-29T
physical	XXII, 201 S. graph. Darst. 24 cm
publishDate	2010
publishDateSearch	2010
publishDateSort	2010
publisher	Springer
record_format	marc
series	Lecture notes in applied and computational mechanics
series2	Lecture notes in applied and computational mechanics
spelling	Hazra, Subhendu Bikash Verfasser aut Large-scale PDE-constrained optimization in applications Subhendu Bikash Hazra Berlin ; Heidelberg Springer 2010 XXII, 201 S. graph. Darst. 24 cm txt rdacontent n rdamedia nc rdacarrier Lecture notes in applied and computational mechanics 49 Literaturangaben Aerodynamik (DE-588)4000589-6 gnd rswk-swf Poröser Stoff (DE-588)4046811-2 gnd rswk-swf Numerisches Modell (DE-588)4338132-7 gnd rswk-swf Optimierung (DE-588)4043664-0 gnd rswk-swf Partielle Differentialgleichung (DE-588)4044779-0 gnd rswk-swf Mehrphasenströmung (DE-588)4169315-2 gnd rswk-swf Umwelttechnik (DE-588)4061650-2 gnd rswk-swf Gestaltoptimierung (DE-588)4329076-0 gnd rswk-swf Umwelttechnik (DE-588)4061650-2 s Poröser Stoff (DE-588)4046811-2 s Mehrphasenströmung (DE-588)4169315-2 s Optimierung (DE-588)4043664-0 s Numerisches Modell (DE-588)4338132-7 s Partielle Differentialgleichung (DE-588)4044779-0 s DE-604 Aerodynamik (DE-588)4000589-6 s Gestaltoptimierung (DE-588)4329076-0 s Lecture notes in applied and computational mechanics 49 (DE-604)BV017110729 49 DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=020513543&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis
spellingShingle	Hazra, Subhendu Bikash Large-scale PDE-constrained optimization in applications Lecture notes in applied and computational mechanics Aerodynamik (DE-588)4000589-6 gnd Poröser Stoff (DE-588)4046811-2 gnd Numerisches Modell (DE-588)4338132-7 gnd Optimierung (DE-588)4043664-0 gnd Partielle Differentialgleichung (DE-588)4044779-0 gnd Mehrphasenströmung (DE-588)4169315-2 gnd Umwelttechnik (DE-588)4061650-2 gnd Gestaltoptimierung (DE-588)4329076-0 gnd
subject_GND	(DE-588)4000589-6 (DE-588)4046811-2 (DE-588)4338132-7 (DE-588)4043664-0 (DE-588)4044779-0 (DE-588)4169315-2 (DE-588)4061650-2 (DE-588)4329076-0
title	Large-scale PDE-constrained optimization in applications
title_auth	Large-scale PDE-constrained optimization in applications
title_exact_search	Large-scale PDE-constrained optimization in applications
title_full	Large-scale PDE-constrained optimization in applications Subhendu Bikash Hazra
title_fullStr	Large-scale PDE-constrained optimization in applications Subhendu Bikash Hazra
title_full_unstemmed	Large-scale PDE-constrained optimization in applications Subhendu Bikash Hazra
title_short	Large-scale PDE-constrained optimization in applications
title_sort	large scale pde constrained optimization in applications
topic	Aerodynamik (DE-588)4000589-6 gnd Poröser Stoff (DE-588)4046811-2 gnd Numerisches Modell (DE-588)4338132-7 gnd Optimierung (DE-588)4043664-0 gnd Partielle Differentialgleichung (DE-588)4044779-0 gnd Mehrphasenströmung (DE-588)4169315-2 gnd Umwelttechnik (DE-588)4061650-2 gnd Gestaltoptimierung (DE-588)4329076-0 gnd
topic_facet	Aerodynamik Poröser Stoff Numerisches Modell Optimierung Partielle Differentialgleichung Mehrphasenströmung Umwelttechnik Gestaltoptimierung
url	http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=020513543&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
volume_link	(DE-604)BV017110729
work_keys_str_mv	AT hazrasubhendubikash largescalepdeconstrainedoptimizationinapplications

Holdings

There is no print copy available.

Interlibrary loan Place Request Caution: Not in THWS collection! Indexes

MARC

Record in the Search Index

There is no print copy available.

Similar Items