語系:
繁體中文
English
說明(常見問題)
回圖書館首頁
手機版館藏查詢
登入
回首頁
到查詢結果
[ subject:"Surrogate-based optimization." ]
切換:
標籤
|
MARC模式
|
ISBD
Multi-fidelity surrogates = modeling...
~
Zhou, Qi.
FindBook
Google Book
Amazon
博客來
Multi-fidelity surrogates = modeling, optimization and applications /
紀錄類型:
書目-電子資源 : Monograph/item
正題名/作者:
Multi-fidelity surrogates/ by Qi Zhou ... [et al.].
其他題名:
modeling, optimization and applications /
其他作者:
Zhou, Qi.
出版者:
Singapore :Springer Nature Singapore : : 2023.,
面頁冊數:
viii, 456 p. :ill. (some col.), digital ;24 cm.
內容註:
Preface -- Chapter 1 Introduction -- Chapter 2 Hierarchical multi-fidelity surrogates modeling -- Chapter 3 Non-Hierarchical multi-fidelity surrogates modeling -- Chapter 4 Sequential multi-fidelity surrogates modeling -- Chapter 5 Multi-fidelity surrogates assisted efficient global optimization -- Chapter 6 Multi-fidelity surrogates assisted reliability design optimization -- Chapter 7 Multi-fidelity surrogates assisted robust design optimization -- Chapter 8 Multi-fidelity surrogates assisted evolutional optimization -- Chapter 9 Engineering Applications -- Chapter 10 Concluding remarks.
Contained By:
Springer Nature eBook
標題:
Engineering design - Mathematical models. -
電子資源:
https://doi.org/10.1007/978-981-19-7210-2
ISBN:
9789811972102
Multi-fidelity surrogates = modeling, optimization and applications /
Multi-fidelity surrogates
modeling, optimization and applications /[electronic resource] :by Qi Zhou ... [et al.]. - Singapore :Springer Nature Singapore :2023. - viii, 456 p. :ill. (some col.), digital ;24 cm. - Engineering applications of computational methods,v. 122662-3374 ;. - Engineering applications of computational methods ;v. 12..
Preface -- Chapter 1 Introduction -- Chapter 2 Hierarchical multi-fidelity surrogates modeling -- Chapter 3 Non-Hierarchical multi-fidelity surrogates modeling -- Chapter 4 Sequential multi-fidelity surrogates modeling -- Chapter 5 Multi-fidelity surrogates assisted efficient global optimization -- Chapter 6 Multi-fidelity surrogates assisted reliability design optimization -- Chapter 7 Multi-fidelity surrogates assisted robust design optimization -- Chapter 8 Multi-fidelity surrogates assisted evolutional optimization -- Chapter 9 Engineering Applications -- Chapter 10 Concluding remarks.
This book investigates two types of static multi-fidelity surrogates modeling approaches, sequential multi-fidelity surrogates modeling approaches, the multi-fidelity surrogates-assisted efficient global optimization, reliability analysis, robust design optimization, and evolutionary optimization. Multi-fidelity surrogates have attracted a significant amount of attention in simulation-based design and optimization in recent years. Some real-life engineering design problems, such as prediction of angular distortion in the laser welding, optimization design of micro-aerial vehicle fuselage, and optimization design of metamaterial vibration isolator, are also provided to illustrate the ability and merits of multi-fidelity surrogates in support of engineering design. Specifically, lots of illustrative examples are adopted throughout the book to help explain the approaches in a more "hands-on" manner. This book is a useful reference for postgraduates and researchers of mechanical engineering, as well as engineers of enterprises in related fields.
ISBN: 9789811972102
Standard No.: 10.1007/978-981-19-7210-2doiSubjects--Topical Terms:
664363
Engineering design
--Mathematical models.
LC Class. No.: TA174
Dewey Class. No.: 620.0042
Multi-fidelity surrogates = modeling, optimization and applications /
LDR
:02738nmm a2200337 a 4500
001
2314681
003
DE-He213
005
20221107044950.0
006
m d
007
cr nn 008maaau
008
230902s2023 si s 0 eng d
020
$a
9789811972102
$q
(electronic bk.)
020
$a
9789811972096
$q
(paper)
024
7
$a
10.1007/978-981-19-7210-2
$2
doi
035
$a
978-981-19-7210-2
040
$a
GP
$c
GP
$e
rda
041
0
$a
eng
050
4
$a
TA174
072
7
$a
TBD
$2
bicssc
072
7
$a
TEC016020
$2
bisacsh
072
7
$a
TBD
$2
thema
082
0 4
$a
620.0042
$2
23
090
$a
TA174
$b
.M961 2023
245
0 0
$a
Multi-fidelity surrogates
$h
[electronic resource] :
$b
modeling, optimization and applications /
$c
by Qi Zhou ... [et al.].
260
$a
Singapore :
$b
Springer Nature Singapore :
$b
Imprint: Springer,
$c
2023.
300
$a
viii, 456 p. :
$b
ill. (some col.), digital ;
$c
24 cm.
490
1
$a
Engineering applications of computational methods,
$x
2662-3374 ;
$v
v. 12
505
0
$a
Preface -- Chapter 1 Introduction -- Chapter 2 Hierarchical multi-fidelity surrogates modeling -- Chapter 3 Non-Hierarchical multi-fidelity surrogates modeling -- Chapter 4 Sequential multi-fidelity surrogates modeling -- Chapter 5 Multi-fidelity surrogates assisted efficient global optimization -- Chapter 6 Multi-fidelity surrogates assisted reliability design optimization -- Chapter 7 Multi-fidelity surrogates assisted robust design optimization -- Chapter 8 Multi-fidelity surrogates assisted evolutional optimization -- Chapter 9 Engineering Applications -- Chapter 10 Concluding remarks.
520
$a
This book investigates two types of static multi-fidelity surrogates modeling approaches, sequential multi-fidelity surrogates modeling approaches, the multi-fidelity surrogates-assisted efficient global optimization, reliability analysis, robust design optimization, and evolutionary optimization. Multi-fidelity surrogates have attracted a significant amount of attention in simulation-based design and optimization in recent years. Some real-life engineering design problems, such as prediction of angular distortion in the laser welding, optimization design of micro-aerial vehicle fuselage, and optimization design of metamaterial vibration isolator, are also provided to illustrate the ability and merits of multi-fidelity surrogates in support of engineering design. Specifically, lots of illustrative examples are adopted throughout the book to help explain the approaches in a more "hands-on" manner. This book is a useful reference for postgraduates and researchers of mechanical engineering, as well as engineers of enterprises in related fields.
650
0
$a
Engineering design
$x
Mathematical models.
$3
664363
650
0
$a
Surrogate-based optimization.
$3
3626312
650
0
$a
Engineering mathematics.
$3
516847
650
1 4
$a
Engineering Design.
$3
891033
650
2 4
$a
Optimization.
$3
891104
650
2 4
$a
Engineering Mathematics.
$3
3301900
650
2 4
$a
Mathematical Modeling and Industrial Mathematics.
$3
891089
700
1
$a
Zhou, Qi.
$3
1017610
710
2
$a
SpringerLink (Online service)
$3
836513
773
0
$t
Springer Nature eBook
830
0
$a
Engineering applications of computational methods ;
$v
v. 12.
$3
3626311
856
4 0
$u
https://doi.org/10.1007/978-981-19-7210-2
950
$a
Engineering (SpringerNature-11647)
筆 0 讀者評論
館藏地:
全部
電子資源
出版年:
卷號:
館藏
1 筆 • 頁數 1 •
1
條碼號
典藏地名稱
館藏流通類別
資料類型
索書號
使用類型
借閱狀態
預約狀態
備註欄
附件
W9450931
電子資源
11.線上閱覽_V
電子書
EB TA174
一般使用(Normal)
在架
0
1 筆 • 頁數 1 •
1
多媒體
評論
新增評論
分享你的心得
Export
取書館
處理中
...
變更密碼
登入