語系:
繁體中文
English
說明(常見問題)
登入
回首頁
切換:
標籤
|
MARC模式
|
ISBD
Design optimization under uncertainty
紀錄類型:
書目-語言資料,印刷品 : Monograph/item
正題名/作者:
Design optimization under uncertainty/ by Weifei Hu.
作者:
Hu, Weifei.
出版者:
Cham :Springer International Publishing : : 2023.,
面頁冊數:
xiii, 274 p. :ill. (chiefly color), digital ; : 24 cm.;
Contained By:
Springer Nature eBook
標題:
Design and Analysis of Algorithms. -
電子資源:
https://doi.org/10.1007/978-3-031-49208-2
ISBN:
9783031492082
Design optimization under uncertainty
Hu, Weifei.
Design optimization under uncertainty
[electronic resource] /by Weifei Hu. - Cham :Springer International Publishing :2023. - xiii, 274 p. :ill. (chiefly color), digital ;24 cm.
Basic Concepts of Probability Theory -- Uncertainty Modeling -- Reliability Analysis Methods for Time-Independent Problems -- Surrogate Modeling for Reliability Analysis -- Model verification and validation (V&V) -- Time-variant reliability analysis methods -- Reliability-based design optimization (RBDO) -- Robust design optimization (RDO) -- Other methods of design optimization under uncertainty -- Engineering applications.
This book introduces the fundamental concepts of probability and reliability, the classical methods of uncertainty modelling, time-dependent and time-independent reliability analysis methods, model verification and validation, two main categories of design optimization under uncertainty (DOUU) methods (e.g., reliability-based design optimization and robust design optimization), the state-of-the-art approaches of physics informed methods for DOUU, and a comprehensive survey of engineering applications of DOUU. Each chapter begins with the fundamental theories and methods in a lucid, is easy-to-follow treatment, then elaborates on the corresponding advanced approaches using detailed methodologies, mathematical models, numerical examples, tables, and graphs. References and exercises are presented at the end of chapters. The book is ideal for both educational and research needs for readers from undergraduate students, graduate students, and faculty to engineering designers. Offers both the fundamental and the state-of-the-art theories and methods of design optimization under uncertainty; Explains the in-depth theories of design optimization under uncertainty in a lucid with step-by-step derivation; Introduces the exercise problems using graphics, tables, and results that are all originally developed.
ISBN: 9783031492082
Standard No.: 10.1007/978-3-031-49208-2doiSubjects--Topical Terms:
1365721
Design and Analysis of Algorithms.
LC Class. No.: TA174
Dewey Class. No.: 620.0042
Design optimization under uncertainty
LDR
:02710nam a2200325 a 4500
001
1120457
003
DE-He213
005
20231222075458.0
006
m d
007
cr nn 008maaau
008
240612s2023 sz s 0 eng d
020
$a
9783031492082
$q
(electronic bk.)
020
$a
9783031492075
$q
(paper)
024
7
$a
10.1007/978-3-031-49208-2
$2
doi
035
$a
978-3-031-49208-2
040
$a
GP
$c
GP
041
0
$a
eng
050
4
$a
TA174
072
7
$a
PBU
$2
bicssc
072
7
$a
MAT003000
$2
bisacsh
072
7
$a
PBU
$2
thema
082
0 4
$a
620.0042
$2
23
090
$a
TA174
$b
.H874 2023
100
1
$a
Hu, Weifei.
$3
1204780
245
1 0
$a
Design optimization under uncertainty
$h
[electronic resource] /
$c
by Weifei Hu.
260
$a
Cham :
$c
2023.
$b
Springer International Publishing :
$b
Imprint: Springer,
300
$a
xiii, 274 p. :
$b
ill. (chiefly color), digital ;
$c
24 cm.
505
0
$a
Basic Concepts of Probability Theory -- Uncertainty Modeling -- Reliability Analysis Methods for Time-Independent Problems -- Surrogate Modeling for Reliability Analysis -- Model verification and validation (V&V) -- Time-variant reliability analysis methods -- Reliability-based design optimization (RBDO) -- Robust design optimization (RDO) -- Other methods of design optimization under uncertainty -- Engineering applications.
520
$a
This book introduces the fundamental concepts of probability and reliability, the classical methods of uncertainty modelling, time-dependent and time-independent reliability analysis methods, model verification and validation, two main categories of design optimization under uncertainty (DOUU) methods (e.g., reliability-based design optimization and robust design optimization), the state-of-the-art approaches of physics informed methods for DOUU, and a comprehensive survey of engineering applications of DOUU. Each chapter begins with the fundamental theories and methods in a lucid, is easy-to-follow treatment, then elaborates on the corresponding advanced approaches using detailed methodologies, mathematical models, numerical examples, tables, and graphs. References and exercises are presented at the end of chapters. The book is ideal for both educational and research needs for readers from undergraduate students, graduate students, and faculty to engineering designers. Offers both the fundamental and the state-of-the-art theories and methods of design optimization under uncertainty; Explains the in-depth theories of design optimization under uncertainty in a lucid with step-by-step derivation; Introduces the exercise problems using graphics, tables, and results that are all originally developed.
650
2 4
$a
Design and Analysis of Algorithms.
$3
1365721
650
2 4
$a
Innovation and Technology Management.
$3
1365778
650
2 4
$a
Operations Research and Decision Theory.
$3
1366301
650
2 4
$a
Engineering Design.
$3
670857
650
1 4
$a
Optimization.
$3
669174
650
0
$a
Reliability.
$3
573603
650
0
$a
Probabilities.
$3
527847
650
0
$a
Engineering design
$x
Mathematical models.
$3
528462
710
2
$a
SpringerLink (Online service)
$3
593884
773
0
$t
Springer Nature eBook
856
4 0
$u
https://doi.org/10.1007/978-3-031-49208-2
950
$a
Mathematics and Statistics (SpringerNature-11649)
筆 0 讀者評論
多媒體
評論
新增評論
分享你的心得
Export
取書館別
處理中
...
變更密碼[密碼必須為2種組合(英文和數字)及長度為10碼以上]
登入