Uncertainty forecasting in engineering: with 15 tables
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Berlin [u.a.]
Springer
2007
|
| Schlagworte: | |
| Online-Zugang: | Inhaltstext Inhaltsverzeichnis |
| Beschreibung: | Literaturverz. S. 193 - 197 |
| Beschreibung: | XIII, 202 S. graph. Darst. 24 cm |
| ISBN: | 9783540371731 3540371737 |
Internformat
MARC
| LEADER | 00000nam a2200000 c 4500 | ||
|---|---|---|---|
| 001 | BV023107649 | ||
| 003 | DE-604 | ||
| 005 | 20080812 | ||
| 007 | t | ||
| 008 | 080131s2007 gw d||| |||| 00||| eng d | ||
| 015 | |a 06,N32,0676 |2 dnb | ||
| 015 | |a 07,A50,0980 |2 dnb | ||
| 016 | 7 | |a 980561620 |2 DE-101 | |
| 020 | |a 9783540371731 |c Pp. : EUR 96.25, ca. sfr 190.00 |9 978-3-540-37173-1 | ||
| 020 | |a 3540371737 |c Pp. : EUR 96.25, ca. sfr 190.00 |9 3-540-37173-7 | ||
| 024 | 3 | |a 9783540371731 | |
| 028 | 5 | 2 | |a 11761624 |
| 035 | |a (OCoLC)255434772 | ||
| 035 | |a (DE-599)DNB980561620 | ||
| 040 | |a DE-604 |b ger |e rakddb | ||
| 041 | 0 | |a eng | |
| 044 | |a gw |c XA-DE | ||
| 049 | |a DE-703 |a DE-91G |a DE-83 |a DE-29T | ||
| 082 | 0 | |a 620 | |
| 082 | 0 | |a 620.0011 |2 22/ger | |
| 084 | |a ST 301 |0 (DE-625)143651: |2 rvk | ||
| 084 | |a DAT 773f |2 stub | ||
| 084 | |a 620 |2 sdnb | ||
| 084 | |a DAT 717f |2 stub | ||
| 084 | |a BAU 308f |2 stub | ||
| 100 | 1 | |a Möller, Bernd |d 1941- |e Verfasser |0 (DE-588)128843519 |4 aut | |
| 245 | 1 | 0 | |a Uncertainty forecasting in engineering |b with 15 tables |c Bernd Möller ; Uwe Reuter |
| 264 | 1 | |a Berlin [u.a.] |b Springer |c 2007 | |
| 300 | |a XIII, 202 S. |b graph. Darst. |c 24 cm | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 500 | |a Literaturverz. S. 193 - 197 | ||
| 650 | 4 | |a Technisches System - Unbestimmtheit - Vorhersagetheorie - Fuzzy-Statistik - Neuronales Netz | |
| 650 | 0 | 7 | |a Vorhersagetheorie |0 (DE-588)4188671-9 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Fuzzy-Statistik |0 (DE-588)4779113-5 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Neuronales Netz |0 (DE-588)4226127-2 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Unbestimmtheit |0 (DE-588)4139212-7 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Technisches System |0 (DE-588)4126276-1 |2 gnd |9 rswk-swf |
| 689 | 0 | 0 | |a Technisches System |0 (DE-588)4126276-1 |D s |
| 689 | 0 | 1 | |a Unbestimmtheit |0 (DE-588)4139212-7 |D s |
| 689 | 0 | 2 | |a Vorhersagetheorie |0 (DE-588)4188671-9 |D s |
| 689 | 0 | 3 | |a Fuzzy-Statistik |0 (DE-588)4779113-5 |D s |
| 689 | 0 | 4 | |a Neuronales Netz |0 (DE-588)4226127-2 |D s |
| 689 | 0 | |5 DE-604 | |
| 700 | 1 | |a Reuter, Uwe |e Verfasser |4 aut | |
| 856 | 4 | 2 | |q text/html |u http://deposit.dnb.de/cgi-bin/dokserv?id=2837096&prov=M&dok_var=1&dok_ext=htm |3 Inhaltstext |
| 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=016310302&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |3 Inhaltsverzeichnis |
| 943 | 1 | |a oai:aleph.bib-bvb.de:BVB01-016310302 | |
Datensatz im Suchindex
| _version_ | 1805089919275630592 |
|---|---|
| adam_text |
BERND MOLLER YY UWE REUTER
UNCERTAINTY FORECASTING
IN ENGINEERING
WITH 101 FIGURES AN
D 15 TABLES
4Y SPRINGER
CONTENT
S
ABBREVATION
S IX
1 INTRODUCTIO
N
1
1.1 APPLICATIO
N OF TIM
E SERIES FOR FORECASTIN
G IN ENGINEERIN
G 1
1.2 DAT
A UNCERTAINT
Y AN
D FUZZY TIM
E SERIES 5
1.3 EXAMPLE
S OF FUZZY TIM
E SERIES 7
2 MATHEMATICA
L DESCRIPTIO
N O
F UNCERTAI
N DAT
A
9
2.1 FUZZY VARIABLES 9
2.1.1 CLASSICAL AN
D INCREMENTA
L DISCRETIZATIO
N OF FUZZY
VARIABLES 11
2.1.2 INCREMENTA
L FUZZY ARITHMETI
C 16
2.1.3 SUBTRACTIO
N OF FUZZY VARIABLES 18
2.1.4 DISTANC
E BETWEE
N FUZZY VARIABLES 22
2.1.5 FUZZY FUNCTION
S 23
2.2 FUZZY RANDO
M VARIABLES
.'.'
25
2.2.1 CLASSICAL AN
D INCREMENTA
L DISCRETIZATIO
N OF FUZZY
RANDO
M VARIABLES 26
2.2.2 FUZZY PROBABILIT
Y DISTRIBUTIO
N FUNCTION
S OF FUZZY
RANDO
M VARIABLES 30
2.2.3 CHARACTERISTI
C MOMENT
S 44
2.2.4 MONT
E CARL
O SIMULATIO
N OF FUZZY RANDO
M VARIABLES . . 50
2.3 FUZZY RANDO
M PROCESSE
S 53
3 ANALYSI
S O
F TIM
E SERIE
S COMPRISE
D O
F UNCERTAI
N DAT
A
.
. 59
3.1 PLO
T OF FUZZY TIM
E SERIES 59
3.2 FUZZY COMPONEN
T MODEL 63
3.3 STATIONAR
Y FUZZY TIM
E SERIES 69
3.4 TRANSFORMATIO
N OF FUZZY TIM
E SERIES USING FILTER
S 74
3.4.1 SMOOTHIN
G OF FUZZY TIM
E SERIES 75
3.4.2 FUZZY DIFFERENCE FILTE
R 77
VIII CONTENTS
3.4.3 EXTENDE
D SMOOTHIN
G AN
D EXTENDE
D FUZZY DIFFERENCE
FILTE
R 78
3.5 MODELING ON TH
E BASIS OF SPECIFIC FUZZY RANDO
M PROCESSE
S .
. 79
3.5.1 FUZZY WHITE-NOIS
E PROCESSE
S 79
3.5.2 FUZZY MOVING AVERAGE PROCESSE
S 83
3.5.3 FUZZY AUTOREGRESSIV
E PROCESSE
S 85
3.5.4 FUZZY AUTOREGRESSIV
E MOVING AVERAGE PROCESSE
S 86
3.5.5 SPECIFICATION OF MODEL ORDE
R . . .
' 89
3.5.6 PARAMETE
R ESTIMATIO
N 96
3.6 MODELING ON TH
E BASIS OF ARTIFICIAL NEURA
L NETWORKS 106
3.6.1 TH
E BASICS OF ARTIFICIAL NEURA
L NETWORK
S 106
3.6.2 MULTILAYER PERCEPTRO
N FOR FUZZY VARIABLES 107
3.6.3 BACKPROPAGATIO
N ALGORITH
M IL
L
3.6.4 NEURA
L NETWORK ARCHITECTUR
E FOR FUZZY TIM
E SERIES .
. 118
3.6.5 CONDITIONIN
G OF TH
E FUZZY DAT
A 124
4 FORECASTIN
G O
F TIM
E SERIE
S COMPRISE
D O
F UNCERTAI
N DAT
A
. . 131
4.1 UNDERLYIN
G CONCEP
T 131
4.2 FORECASTIN
G O
N TH
E BASIS OF SPECIFIC FUZZY RANDO
M PROCESSE
S . 134
4.2.1 OPTIMU
M FORECAS
T 134
4.2.2 FUZZY FORECAS
T INTERVAL
S 137
4.2.3 FUZZY RANDO
M FORECAS
T 141
4.3 FORECASTIN
G ON TH
E BASIS OF ARTIFICIAL NEURA
L NETWORK
S .14
4
4.3.1 OPTIMU
M FORECAS
T 145
4.3.2 FUZZY FORECAS
T INTERVAL
S 147
4.3.3 FUZZY RANDO
M FORECAS'T 150
5 UNCERTAI
N FORECASTIN
G I
N ENGINEERIN
G AN
D ENVIRONMENTA
L
SCIENC
E
YY / 153
5.1 MODEL-FREE FORECASTIN
G 153
5.2 MODEL-BASED FORECASTIN
G 155
5.3 APPLICATION
S 163
5.3.1 FORECASTIN
G OF STRUCTURA
L ACTION
S 164
5.3.2 FORECASTIN
G OF STRUCTURA
L RESPONSE
S 177
REFERENCES
193
INDE
X *
199 |
| adam_txt |
BERND MOLLER YY UWE REUTER
UNCERTAINTY FORECASTING
IN ENGINEERING
WITH 101 FIGURES AN
D 15 TABLES
4Y SPRINGER
CONTENT
S
ABBREVATION
S IX
1 INTRODUCTIO
N
1
1.1 APPLICATIO
N OF TIM
E SERIES FOR FORECASTIN
G IN ENGINEERIN
G 1
1.2 DAT
A UNCERTAINT
Y AN
D FUZZY TIM
E SERIES 5
1.3 EXAMPLE
S OF FUZZY TIM
E SERIES 7
2 MATHEMATICA
L DESCRIPTIO
N O
F UNCERTAI
N DAT
A
9
2.1 FUZZY VARIABLES 9
2.1.1 CLASSICAL AN
D INCREMENTA
L DISCRETIZATIO
N OF FUZZY
VARIABLES 11
2.1.2 INCREMENTA
L FUZZY ARITHMETI
C 16
2.1.3 SUBTRACTIO
N OF FUZZY VARIABLES 18
2.1.4 DISTANC
E BETWEE
N FUZZY VARIABLES 22
2.1.5 FUZZY FUNCTION
S 23
2.2 FUZZY RANDO
M VARIABLES
.'.'
25
2.2.1 CLASSICAL AN
D INCREMENTA
L DISCRETIZATIO
N OF FUZZY
RANDO
M VARIABLES 26
2.2.2 FUZZY PROBABILIT
Y DISTRIBUTIO
N FUNCTION
S OF FUZZY
RANDO
M VARIABLES 30
2.2.3 CHARACTERISTI
C MOMENT
S 44
2.2.4 MONT
E CARL
O SIMULATIO
N OF FUZZY RANDO
M VARIABLES . . 50
2.3 FUZZY RANDO
M PROCESSE
S 53
3 ANALYSI
S O
F TIM
E SERIE
S COMPRISE
D O
F UNCERTAI
N DAT
A
.
. 59
3.1 PLO
T OF FUZZY TIM
E SERIES 59
3.2 FUZZY COMPONEN
T MODEL 63
3.3 STATIONAR
Y FUZZY TIM
E SERIES 69
3.4 TRANSFORMATIO
N OF FUZZY TIM
E SERIES USING FILTER
S 74
3.4.1 SMOOTHIN
G OF FUZZY TIM
E SERIES 75
3.4.2 FUZZY DIFFERENCE FILTE
R 77
VIII CONTENTS
3.4.3 EXTENDE
D SMOOTHIN
G AN
D EXTENDE
D FUZZY DIFFERENCE
FILTE
R 78
3.5 MODELING ON TH
E BASIS OF SPECIFIC FUZZY RANDO
M PROCESSE
S .
. 79
3.5.1 FUZZY WHITE-NOIS
E PROCESSE
S 79
3.5.2 FUZZY MOVING AVERAGE PROCESSE
S 83
3.5.3 FUZZY AUTOREGRESSIV
E PROCESSE
S 85
3.5.4 FUZZY AUTOREGRESSIV
E MOVING AVERAGE PROCESSE
S 86
3.5.5 SPECIFICATION OF MODEL ORDE
R . . .
' 89
3.5.6 PARAMETE
R ESTIMATIO
N 96
3.6 MODELING ON TH
E BASIS OF ARTIFICIAL NEURA
L NETWORKS 106
3.6.1 TH
E BASICS OF ARTIFICIAL NEURA
L NETWORK
S 106
3.6.2 MULTILAYER PERCEPTRO
N FOR FUZZY VARIABLES 107
3.6.3 BACKPROPAGATIO
N ALGORITH
M IL
L
3.6.4 NEURA
L NETWORK ARCHITECTUR
E FOR FUZZY TIM
E SERIES .
. 118
3.6.5 CONDITIONIN
G OF TH
E FUZZY DAT
A 124
4 FORECASTIN
G O
F TIM
E SERIE
S COMPRISE
D O
F UNCERTAI
N DAT
A
. . 131
4.1 UNDERLYIN
G CONCEP
T 131
4.2 FORECASTIN
G O
N TH
E BASIS OF SPECIFIC FUZZY RANDO
M PROCESSE
S . 134
4.2.1 OPTIMU
M FORECAS
T 134
4.2.2 FUZZY FORECAS
T INTERVAL
S 137
4.2.3 FUZZY RANDO
M FORECAS
T 141
4.3 FORECASTIN
G ON TH
E BASIS OF ARTIFICIAL NEURA
L NETWORK
S .14
4
4.3.1 OPTIMU
M FORECAS
T 145
4.3.2 FUZZY FORECAS
T INTERVAL
S 147
4.3.3 FUZZY RANDO
M FORECAS'T 150
5 UNCERTAI
N FORECASTIN
G I
N ENGINEERIN
G AN
D ENVIRONMENTA
L
SCIENC
E
YY / 153
5.1 MODEL-FREE FORECASTIN
G 153
5.2 MODEL-BASED FORECASTIN
G 155
5.3 APPLICATION
S 163
5.3.1 FORECASTIN
G OF STRUCTURA
L ACTION
S 164
5.3.2 FORECASTIN
G OF STRUCTURA
L RESPONSE
S 177
REFERENCES
193
INDE
X *
199 |
| any_adam_object | 1 |
| any_adam_object_boolean | 1 |
| author | Möller, Bernd 1941- Reuter, Uwe |
| author_GND | (DE-588)128843519 |
| author_facet | Möller, Bernd 1941- Reuter, Uwe |
| author_role | aut aut |
| author_sort | Möller, Bernd 1941- |
| author_variant | b m bm u r ur |
| building | Verbundindex |
| bvnumber | BV023107649 |
| classification_rvk | ST 301 |
| classification_tum | DAT 773f DAT 717f BAU 308f |
| ctrlnum | (OCoLC)255434772 (DE-599)DNB980561620 |
| dewey-full | 620 620.0011 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 620 - Engineering and allied operations |
| dewey-raw | 620 620.0011 |
| dewey-search | 620 620.0011 |
| dewey-sort | 3620 |
| dewey-tens | 620 - Engineering and allied operations |
| discipline | Maschinenbau / Maschinenwesen Informatik Bauingenieurwesen |
| discipline_str_mv | Maschinenbau / Maschinenwesen Informatik Bauingenieurwesen |
| format | Book |
| fullrecord | <?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>00000nam a2200000 c 4500</leader><controlfield tag="001">BV023107649</controlfield><controlfield tag="003">DE-604</controlfield><controlfield tag="005">20080812</controlfield><controlfield tag="007">t</controlfield><controlfield tag="008">080131s2007 gw d||| |||| 00||| eng d</controlfield><datafield tag="015" ind1=" " ind2=" "><subfield code="a">06,N32,0676</subfield><subfield code="2">dnb</subfield></datafield><datafield tag="015" ind1=" " ind2=" "><subfield code="a">07,A50,0980</subfield><subfield code="2">dnb</subfield></datafield><datafield tag="016" ind1="7" ind2=" "><subfield code="a">980561620</subfield><subfield code="2">DE-101</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9783540371731</subfield><subfield code="c">Pp. : EUR 96.25, ca. sfr 190.00</subfield><subfield code="9">978-3-540-37173-1</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">3540371737</subfield><subfield code="c">Pp. : EUR 96.25, ca. sfr 190.00</subfield><subfield code="9">3-540-37173-7</subfield></datafield><datafield tag="024" ind1="3" ind2=" "><subfield code="a">9783540371731</subfield></datafield><datafield tag="028" ind1="5" ind2="2"><subfield code="a">11761624</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)255434772</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)DNB980561620</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</subfield></datafield><datafield tag="049" ind1=" " ind2=" "><subfield code="a">DE-703</subfield><subfield code="a">DE-91G</subfield><subfield code="a">DE-83</subfield><subfield code="a">DE-29T</subfield></datafield><datafield tag="082" ind1="0" ind2=" "><subfield code="a">620</subfield></datafield><datafield tag="082" ind1="0" ind2=" "><subfield code="a">620.0011</subfield><subfield code="2">22/ger</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">ST 301</subfield><subfield code="0">(DE-625)143651:</subfield><subfield code="2">rvk</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">DAT 773f</subfield><subfield code="2">stub</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">620</subfield><subfield code="2">sdnb</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">DAT 717f</subfield><subfield code="2">stub</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">BAU 308f</subfield><subfield code="2">stub</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Möller, Bernd</subfield><subfield code="d">1941-</subfield><subfield code="e">Verfasser</subfield><subfield code="0">(DE-588)128843519</subfield><subfield code="4">aut</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Uncertainty forecasting in engineering</subfield><subfield code="b">with 15 tables</subfield><subfield code="c">Bernd Möller ; Uwe Reuter</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Berlin [u.a.]</subfield><subfield code="b">Springer</subfield><subfield code="c">2007</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">XIII, 202 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="500" ind1=" " ind2=" "><subfield code="a">Literaturverz. S. 193 - 197</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Technisches System - Unbestimmtheit - Vorhersagetheorie - Fuzzy-Statistik - Neuronales Netz</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Vorhersagetheorie</subfield><subfield code="0">(DE-588)4188671-9</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Fuzzy-Statistik</subfield><subfield code="0">(DE-588)4779113-5</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Neuronales Netz</subfield><subfield code="0">(DE-588)4226127-2</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Unbestimmtheit</subfield><subfield code="0">(DE-588)4139212-7</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Technisches System</subfield><subfield code="0">(DE-588)4126276-1</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="689" ind1="0" ind2="0"><subfield code="a">Technisches System</subfield><subfield code="0">(DE-588)4126276-1</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="1"><subfield code="a">Unbestimmtheit</subfield><subfield code="0">(DE-588)4139212-7</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="2"><subfield code="a">Vorhersagetheorie</subfield><subfield code="0">(DE-588)4188671-9</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="3"><subfield code="a">Fuzzy-Statistik</subfield><subfield code="0">(DE-588)4779113-5</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="4"><subfield code="a">Neuronales Netz</subfield><subfield code="0">(DE-588)4226127-2</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2=" "><subfield code="5">DE-604</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Reuter, Uwe</subfield><subfield code="e">Verfasser</subfield><subfield code="4">aut</subfield></datafield><datafield tag="856" ind1="4" ind2="2"><subfield code="q">text/html</subfield><subfield code="u">http://deposit.dnb.de/cgi-bin/dokserv?id=2837096&prov=M&dok_var=1&dok_ext=htm</subfield><subfield code="3">Inhaltstext</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=016310302&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA</subfield><subfield code="3">Inhaltsverzeichnis</subfield></datafield><datafield tag="943" ind1="1" ind2=" "><subfield code="a">oai:aleph.bib-bvb.de:BVB01-016310302</subfield></datafield></record></collection> |
| id | DE-604.BV023107649 |
| illustrated | Illustrated |
| index_date | 2024-07-02T19:47:09Z |
| indexdate | 2024-07-20T09:31:34Z |
| institution | BVB |
| isbn | 9783540371731 3540371737 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-016310302 |
| oclc_num | 255434772 |
| open_access_boolean | |
| owner | DE-703 DE-91G DE-BY-TUM DE-83 DE-29T |
| owner_facet | DE-703 DE-91G DE-BY-TUM DE-83 DE-29T |
| physical | XIII, 202 S. graph. Darst. 24 cm |
| publishDate | 2007 |
| publishDateSearch | 2007 |
| publishDateSort | 2007 |
| publisher | Springer |
| record_format | marc |
| spelling | Möller, Bernd 1941- Verfasser (DE-588)128843519 aut Uncertainty forecasting in engineering with 15 tables Bernd Möller ; Uwe Reuter Berlin [u.a.] Springer 2007 XIII, 202 S. graph. Darst. 24 cm txt rdacontent n rdamedia nc rdacarrier Literaturverz. S. 193 - 197 Technisches System - Unbestimmtheit - Vorhersagetheorie - Fuzzy-Statistik - Neuronales Netz Vorhersagetheorie (DE-588)4188671-9 gnd rswk-swf Fuzzy-Statistik (DE-588)4779113-5 gnd rswk-swf Neuronales Netz (DE-588)4226127-2 gnd rswk-swf Unbestimmtheit (DE-588)4139212-7 gnd rswk-swf Technisches System (DE-588)4126276-1 gnd rswk-swf Technisches System (DE-588)4126276-1 s Unbestimmtheit (DE-588)4139212-7 s Vorhersagetheorie (DE-588)4188671-9 s Fuzzy-Statistik (DE-588)4779113-5 s Neuronales Netz (DE-588)4226127-2 s DE-604 Reuter, Uwe Verfasser aut text/html http://deposit.dnb.de/cgi-bin/dokserv?id=2837096&prov=M&dok_var=1&dok_ext=htm Inhaltstext DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=016310302&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Möller, Bernd 1941- Reuter, Uwe Uncertainty forecasting in engineering with 15 tables Technisches System - Unbestimmtheit - Vorhersagetheorie - Fuzzy-Statistik - Neuronales Netz Vorhersagetheorie (DE-588)4188671-9 gnd Fuzzy-Statistik (DE-588)4779113-5 gnd Neuronales Netz (DE-588)4226127-2 gnd Unbestimmtheit (DE-588)4139212-7 gnd Technisches System (DE-588)4126276-1 gnd |
| subject_GND | (DE-588)4188671-9 (DE-588)4779113-5 (DE-588)4226127-2 (DE-588)4139212-7 (DE-588)4126276-1 |
| title | Uncertainty forecasting in engineering with 15 tables |
| title_auth | Uncertainty forecasting in engineering with 15 tables |
| title_exact_search | Uncertainty forecasting in engineering with 15 tables |
| title_exact_search_txtP | Uncertainty forecasting in engineering with 15 tables |
| title_full | Uncertainty forecasting in engineering with 15 tables Bernd Möller ; Uwe Reuter |
| title_fullStr | Uncertainty forecasting in engineering with 15 tables Bernd Möller ; Uwe Reuter |
| title_full_unstemmed | Uncertainty forecasting in engineering with 15 tables Bernd Möller ; Uwe Reuter |
| title_short | Uncertainty forecasting in engineering |
| title_sort | uncertainty forecasting in engineering with 15 tables |
| title_sub | with 15 tables |
| topic | Technisches System - Unbestimmtheit - Vorhersagetheorie - Fuzzy-Statistik - Neuronales Netz Vorhersagetheorie (DE-588)4188671-9 gnd Fuzzy-Statistik (DE-588)4779113-5 gnd Neuronales Netz (DE-588)4226127-2 gnd Unbestimmtheit (DE-588)4139212-7 gnd Technisches System (DE-588)4126276-1 gnd |
| topic_facet | Technisches System - Unbestimmtheit - Vorhersagetheorie - Fuzzy-Statistik - Neuronales Netz Vorhersagetheorie Fuzzy-Statistik Neuronales Netz Unbestimmtheit Technisches System |
| url | http://deposit.dnb.de/cgi-bin/dokserv?id=2837096&prov=M&dok_var=1&dok_ext=htm http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=016310302&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT mollerbernd uncertaintyforecastinginengineeringwith15tables AT reuteruwe uncertaintyforecastinginengineeringwith15tables |