語系:
繁體中文
English
說明(常見問題)
圖資館首頁
登入
回首頁
切換:
標籤
|
MARC模式
|
ISBD
Evolutionary optimization and game s...
~
Gonzalez, Felipe.
Evolutionary optimization and game strategies for advanced multi-disciplinary designapplications to aeronautics and UAV design /
紀錄類型:
書目-電子資源 : Monograph/item
正題名/作者:
Evolutionary optimization and game strategies for advanced multi-disciplinary designby Jacques Periaux, Felipe Gonzalez, Dong Seop Chris Lee.
其他題名:
applications to aeronautics and UAV design /
作者:
Periaux, Jacques.
其他作者:
Gonzalez, Felipe.
出版者:
Dordrecht :Springer Netherlands :2015.
面頁冊數:
xxi, 305 p. :ill., digital ;24 cm.
Contained By:
Springer eBooks
標題:
Evolutionary computation.
電子資源:
http://dx.doi.org/10.1007/978-94-017-9520-3
ISBN:
9789401795203 (electronic bk.)
Evolutionary optimization and game strategies for advanced multi-disciplinary designapplications to aeronautics and UAV design /
Periaux, Jacques.
Evolutionary optimization and game strategies for advanced multi-disciplinary design
applications to aeronautics and UAV design /[electronic resource] :by Jacques Periaux, Felipe Gonzalez, Dong Seop Chris Lee. - Dordrecht :Springer Netherlands :2015. - xxi, 305 p. :ill., digital ;24 cm. - Intelligent systems, control and automation: science and engineering,v.752213-8986 ;. - Intelligent systems, control and automation: science and engineering ;v.70..
Foreword by William Fitzgibbon -- Foreword by Roland Glowinski -- Preface -- 1 Introduction -- 2 Evolutionary Methods -- 3. Multi-Objective EAs And Game Theory -- 4. Advanced Techniques for Evolutionary Algorithms (EAs) -- 5. Multidisciplinary Design Optimisation and Robust Design in Aerospace Systems -- 6. A Framework for Numerical Design and Optimization Algorithms -- 7. Single Objective Model Test Case Problems -- 8. Multi-Objective Optimization Model Test Case Problems -- 9. Robust Multi-Objective and Multi-Disciplinary Model Optimization Test Cases -- 10. Robust Airfoil Design Optimization with Morphing Techniques -- Appendix: Two "Hand-On" Examples of Optimization Problems.
Many complex aeronautical design problems can be formulated with efficient multi-objective evolutionary optimization methods and game strategies. This book describes the role of advanced innovative evolution tools in the solution, or the set of solutions of single or multi disciplinary optimization. These tools use the concept of multi-population, asynchronous parallelization and hierarchical topology which allows different models including precise, intermediate and approximate models with each node belonging to the different hierarchical layer handled by a different Evolutionary Algorithm. The efficiency of evolutionary algorithms for both single and multi-objective optimization problems are significantly improved by the coupling of EAs with games and in particular by a new dynamic methodology named "Hybridized Nash-Pareto games". Multi objective Optimization techniques and robust design problems taking into account uncertainties are introduced and explained in detail. Several applications dealing with civil aircraft and UAV, UCAV systems are implemented numerically and discussed. Applications of increasing optimization complexity are presented as well as two hands-on test cases problems. These examples focus on aeronautical applications and will be useful to the practitioner in the laboratory or in industrial design environments. The evolutionary methods coupled with games presented in this volume can be applied to other areas including surface and marine transport, structures, biomedical engineering, renewable energy and environmental problems . The book will be of interest to students, young scientists and engineers involved in the fields of aerospace, aeronautics, UAV, aerial robotics design and multi physics optimization.
ISBN: 9789401795203 (electronic bk.)
Standard No.: 10.1007/978-94-017-9520-3doiSubjects--Topical Terms:
231709
Evolutionary computation.
LC Class. No.: TA347.E96
Dewey Class. No.: 006.3823
Evolutionary optimization and game strategies for advanced multi-disciplinary designapplications to aeronautics and UAV design /
LDR
:03630nmm a2200337 a 4500
001
465720
003
DE-He213
005
20151126111106.0
006
m d
007
cr nn 008maaau
008
151222s2015 ne s 0 eng d
020
$a
9789401795203 (electronic bk.)
020
$a
9789401795197 (paper)
024
7
$a
10.1007/978-94-017-9520-3
$2
doi
035
$a
978-94-017-9520-3
040
$a
GP
$c
GP
041
0
$a
eng
050
4
$a
TA347.E96
072
7
$a
TBD
$2
bicssc
072
7
$a
TEC016020
$2
bisacsh
072
7
$a
TEC016000
$2
bisacsh
082
0 4
$a
006.3823
$2
23
090
$a
TA347.E96
$b
P441 2015
100
1
$a
Periaux, Jacques.
$3
205739
245
1 0
$a
Evolutionary optimization and game strategies for advanced multi-disciplinary design
$h
[electronic resource] :
$b
applications to aeronautics and UAV design /
$c
by Jacques Periaux, Felipe Gonzalez, Dong Seop Chris Lee.
260
$a
Dordrecht :
$b
Springer Netherlands :
$b
Imprint: Springer,
$c
2015.
300
$a
xxi, 305 p. :
$b
ill., digital ;
$c
24 cm.
490
1
$a
Intelligent systems, control and automation: science and engineering,
$x
2213-8986 ;
$v
v.75
505
0
$a
Foreword by William Fitzgibbon -- Foreword by Roland Glowinski -- Preface -- 1 Introduction -- 2 Evolutionary Methods -- 3. Multi-Objective EAs And Game Theory -- 4. Advanced Techniques for Evolutionary Algorithms (EAs) -- 5. Multidisciplinary Design Optimisation and Robust Design in Aerospace Systems -- 6. A Framework for Numerical Design and Optimization Algorithms -- 7. Single Objective Model Test Case Problems -- 8. Multi-Objective Optimization Model Test Case Problems -- 9. Robust Multi-Objective and Multi-Disciplinary Model Optimization Test Cases -- 10. Robust Airfoil Design Optimization with Morphing Techniques -- Appendix: Two "Hand-On" Examples of Optimization Problems.
520
$a
Many complex aeronautical design problems can be formulated with efficient multi-objective evolutionary optimization methods and game strategies. This book describes the role of advanced innovative evolution tools in the solution, or the set of solutions of single or multi disciplinary optimization. These tools use the concept of multi-population, asynchronous parallelization and hierarchical topology which allows different models including precise, intermediate and approximate models with each node belonging to the different hierarchical layer handled by a different Evolutionary Algorithm. The efficiency of evolutionary algorithms for both single and multi-objective optimization problems are significantly improved by the coupling of EAs with games and in particular by a new dynamic methodology named "Hybridized Nash-Pareto games". Multi objective Optimization techniques and robust design problems taking into account uncertainties are introduced and explained in detail. Several applications dealing with civil aircraft and UAV, UCAV systems are implemented numerically and discussed. Applications of increasing optimization complexity are presented as well as two hands-on test cases problems. These examples focus on aeronautical applications and will be useful to the practitioner in the laboratory or in industrial design environments. The evolutionary methods coupled with games presented in this volume can be applied to other areas including surface and marine transport, structures, biomedical engineering, renewable energy and environmental problems . The book will be of interest to students, young scientists and engineers involved in the fields of aerospace, aeronautics, UAV, aerial robotics design and multi physics optimization.
650
0
$a
Evolutionary computation.
$3
231709
650
0
$a
Game theory.
$3
182956
650
0
$a
Mathematical optimization.
$3
183292
650
1 4
$a
Engineering.
$3
210888
650
2 4
$a
Engineering Design.
$3
273752
650
2 4
$a
Optimization.
$3
274084
650
2 4
$a
Automotive Engineering.
$3
308930
650
2 4
$a
Game Theory/Mathematical Methods.
$3
274396
650
2 4
$a
Game Theory, Economics, Social and Behav. Sciences.
$3
274083
700
1
$a
Gonzalez, Felipe.
$3
719591
700
1
$a
Lee, Dong Seop Chris.
$3
719592
710
2
$a
SpringerLink (Online service)
$3
273601
773
0
$t
Springer eBooks
830
0
$a
Intelligent systems, control and automation: science and engineering ;
$v
v.70.
$3
676060
856
4 0
$u
http://dx.doi.org/10.1007/978-94-017-9520-3
950
$a
Engineering (Springer-11647)
筆 0 讀者評論
全部
電子館藏
館藏
1 筆 • 頁數 1 •
1
條碼號
館藏地
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
000000114161
電子館藏
1圖書
電子書
EB TA347.E96 P441 2015
一般使用(Normal)
在架
0
1 筆 • 頁數 1 •
1
多媒體
多媒體檔案
http://dx.doi.org/10.1007/978-94-017-9520-3
評論
新增評論
分享你的心得
Export
取書館別
處理中
...
變更密碼
登入