Uncertainty forecasting in engineering: with 15 tables
Gespeichert in:
| Beteiligte Personen: | , |
|---|---|
| Format: | Buch |
| Sprache: | Englisch |
| Veröffentlicht: |
Berlin [u.a.]
Springer
2007
|
| Schlagwörter: | |
| Links: | 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 |
| Beschreibung: | Literaturverz. S. 193 - 197 |
| Umfang: | XIII, 202 S. graph. Darst. 24 cm |
| ISBN: | 9783540371731 3540371737 |
Internformat
MARC
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| 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 | ||
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Datensatz im Suchindex
| DE-BY-TUM_call_number | 0102 BAU 308f 2008 A 2503 |
|---|---|
| DE-BY-TUM_katkey | 1626206 |
| DE-BY-TUM_location | 01 |
| DE-BY-TUM_media_number | 040010087897 |
| _version_ | 1821933033462169601 |
| 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
|
| any_adam_object | 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 | BAU 308f DAT 773f DAT 717f |
| ctrlnum | (OCoLC)255434772 (DE-599)DNB980561620 |
| dewey-full | 620.0011 620 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 620 - Engineering and allied operations |
| dewey-raw | 620.0011 620 |
| dewey-search | 620.0011 620 |
| dewey-sort | 3620.0011 |
| dewey-tens | 620 - Engineering and allied operations |
| discipline | Maschinenbau / Maschinenwesen Informatik Bauingenieurwesen |
| format | Book |
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| id | DE-604.BV023107649 |
| illustrated | Illustrated |
| indexdate | 2024-12-20T13:08:48Z |
| 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 |
| spellingShingle | Möller, Bernd 1941- Reuter, Uwe Uncertainty forecasting in engineering with 15 tables Technisches System - Unbestimmtheit - Vorhersagetheorie - Fuzzy-Statistik - Neuronales Netz Neuronales Netz (DE-588)4226127-2 gnd Fuzzy-Statistik (DE-588)4779113-5 gnd Technisches System (DE-588)4126276-1 gnd Vorhersagetheorie (DE-588)4188671-9 gnd Unbestimmtheit (DE-588)4139212-7 gnd |
| subject_GND | (DE-588)4226127-2 (DE-588)4779113-5 (DE-588)4126276-1 (DE-588)4188671-9 (DE-588)4139212-7 |
| 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_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 Neuronales Netz (DE-588)4226127-2 gnd Fuzzy-Statistik (DE-588)4779113-5 gnd Technisches System (DE-588)4126276-1 gnd Vorhersagetheorie (DE-588)4188671-9 gnd Unbestimmtheit (DE-588)4139212-7 gnd |
| topic_facet | Technisches System - Unbestimmtheit - Vorhersagetheorie - Fuzzy-Statistik - Neuronales Netz Neuronales Netz Fuzzy-Statistik Technisches System Vorhersagetheorie Unbestimmtheit |
| 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 |
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Teilbibliothek Mathematik & Informatik
| Signatur: |
0102 BAU 308f 2008 A 2503 Lageplan |
|---|---|
| Exemplar 1 | Ausleihbar Am Standort |