《Advances in Evolutionary and Deterministic Methods for Design, Optimizatio...
《Advances in Evolutionary and Deterministic Methods for Design, Optimization and Control in Engineering and Sciences》工程与科学中设计、优化和控制的进化确定性方法研究进展
编者：
David Greiner
Blas Galván
Jacques Périaux
Nicolas Gauger
Kyriakos Giannakoglou
Gabriel Winter
出版社：Springer
出版时间：2015年
目录
Part I Theoretical and Numerical Methods and Tools
for Optimization: Theoretical Methods and Tools
1 Multi-objective Evolutionary Algorithms in Real-World
Applications: Some Recent Results and Current Challenges . . . . . 3
Carlos A. Coello Coello
2 Hybrid Optimization Algorithms and Hybrid
Response Surfaces . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 19
George S. Dulikravich and Marcelo J. Colaço
3 A Genetic Algorithm for a Sensor Device Location Problem . . . . . 49
Egidio D’Amato, Elia Daniele and Lina Mallozzi
4 The Role of Artificial Neural Networks
in Evolutionary Optimisation: A Review . . . . . . . . . . . . . . . . . . . 59
M. Maarouf, A. Sosa, B. Galván, D. Greiner, G. Winter,
M. Mendez and R. Aguasca
5 Reliability-Based Design Optimization with the Generalized
Inverse Distribution Function . . . . . . . . . . . . . . . . . . . . . . . . . . . 77
Domenico Quagliarella, Giovanni Petrone and Gianluca Iaccarino
Part II Theoretical and Numerical Methods and Tools
for Optimization: Numerical Methods and Tools
6 On the Choice of Surrogates for Multilevel Aircraft
Perfomance Models. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 95
Manon Bondouy, Sophie Jan, Serge Laporte and Christian Bes
vii
7 Multi-objective Design Optimization Using High-Order
Statistics for CFD Applications . . . . . . . . . . . . . . . . . . . . . . . . . . 111
Pietro M. Congedo, Gianluca Geraci, Remi Abgrall
and Gianluca Iaccarino
8 Extension of the One-Shot Method for Optimal Control
with Unsteady PDEs . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 127
Stefanie Günther, Nicolas R. Gauger and Qiqi Wang
9 Adaptive Aerodynamic Design Optimization
for Navier-Stokes Using Shape Derivatives
with Discontinuous Galerkin Methods . . . . . . . . . . . . . . . . . . . . . 143
L. Kaland, M. Sonntag and N.R. Gauger
10 Optimal Flow Control and Topology Optimization
Using the Continuous Adjoint Method in Unsteady Flows. . . . . . . 159
Ioannis S. Kavvadias, George K. Karpouzas,
Evangelos M. Papoutsis-Kiachagias, Dimitris I. Papadimitriou
and Kyriakos C. Giannakoglou
Part III Engineering Design and Societal Applications:
Turbomachinery
11 Design Optimization of the Primary Pump
of a Nuclear Reactor. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 177
T. Verstraete and L. Mueller
12 Direct 3D Aerodynamic Optimization of Turbine Blades
with GPU-Accelerated CFD. . . . . . . . . . . . . . . . . . . . . . . . . . . . . 197
Philipp Amtsfeld, Dieter Bestle and Marcus Meyer
13 Evaluation of Surrogate Modelling Methods
for Turbo-Machinery Component Design Optimization . . . . . . . . 209
Gianluca Badjan, Carlo Poloni, Andrew Pike and Nadir Ince
14 Robust Aerodynamic Design Optimization of Horizontal
Axis Wind Turbine Rotors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 225
Marco Caboni, Edmondo Minisci and Michele Sergio Campobasso
15 Horizontal Axis Hydroturbine Shroud Airfoil Optimization . . . . . 241
Elia Daniele, Elios Ferrauto and Domenico P. Coiro
16 Parametric Blending and FE-Optimisation of a Compressor
Blisk Test Case. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 257
Kai Karger and Dieter Bestle
17 Modular Automated Aerodynamic Compressor Design Process. . . 267
Fiete Poehlmann, Dieter Bestle, Peter Flassig and Michèl Hinz
18 Design-Optimization of a Compressor Blading
on a GPU Cluster. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 277
Konstantinos T. Tsiakas, Xenofon S. Trompoukis,
Varvara G. Asouti and Kyriakos C. Giannakoglou
Part IV Engineering Design and Societal Applications:
Structures, Materials and Civil Engineering
19 Immune and Swarm Optimization of Structures . . . . . . . . . . . . . 295
Tadeusz Burczyński, Arkadiusz Poteralski and Miroslaw Szczepanik
20 Investigation of Three Genotypes for Mixed Variable
Evolutionary Optimization . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 309
Rajan Filomeno Coelho, Manyu Xiao, Aurore Guglielmetti,
Manuel Herrera and Weihong Zhang
21 A Study of Nash-Evolutionary Algorithms for Reconstruction
Inverse Problems in Structural Engineering. . . . . . . . . . . . . . . . . 321
D. Greiner, J. Périaux, J.M. Emperador, B. Galván and G. Winter
22 A Comparative Study on Design Optimization of Polygonal
and Bézier Curve-Shaped Thin Noise Barriers Using
Dual BEM Formulation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 335
Rayco Toledo, Juan J. Aznárez, Orlando Maeso and David Greiner
23 A Discrete Adjoint Approach for Trailing-Edge Noise
Minimization Using Porous Material . . . . . . . . . . . . . . . . . . . . . . 351
Beckett Y. Zhou, Nicolas R. Gauger, Seong R. Koh
and Wolfgang Schröder
Part V Engineering Design and Societal Applications:
Aeronautics and Astronautics
24 Conceptual Design of Single-Stage Launch Vehicle
with Hybrid Rocket Engine Using Design Informatics . . . . . . . . . 369
Kazuhisa Chiba, Masahiro Kanazaki, Koki Kitagawa
and Toru Shimada
25 Robust Optimization of a Helicopter Rotor Airfoil Using
Multi-fidelity Approach. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 385
F. Fusi, P.M. Congedo, A. Guardone and G. Quaranta
26 Computational Results for Flight Test Points Distribution
in the Flight Envelope. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 401
Lina Mallozzi, Pierluigi De Paolis, Gabriele Di Francesco
and Alessandro d’Argenio
27 Optimal Separation Control on the Flap
of a 2D High-Lift Configuration . . . . . . . . . . . . . . . . . . . . . . . . . 411
Anil Nemili, Emre Özkaya, Nicolas R. Gauger,
Felix Kramer and Frank Thiele
Part VI Engineering Design and Societal Applications:
Societal Applications
28 New Challenges and Opportunities in Reliability
and Risk Based Optimization . . . . . . . . . . . . . . . . . . . . . . . . . . . 429
Sebastian Martorell, Maryory Villamizar, Isabel Martón,
Ana Sánchez and Sofia Carlos
29 Bi-objective Discrete PSO for Service-Oriented VRPTW . . . . . . . 445
Julio Brito, Airam Expósito and José A. Moreno-Pérez
30 An Approach for the Evaluation of Risk Impact of Changes
Addressing Uncertainties in a Surveillance
Requirement Optimization Context . . . . . . . . . . . . . . . . . . . . . . . 461
Sebastian Martorell, Maryory Villamizar, Isabel Martón,
Carmen Armero and Ana Sánchez
31 Scalable Deployment of Efficient Transportation Optimization
for SMEs and Public Sector . . . . . . . . . . . . . . . . . . . . . . . . . . . . 473
Pekka Neittaanmäki and Tuukka Puranen
Part VII Engineering Design and Societal Applications:
Electrical and Electronical Applications
32 Estimation of the Electricity Demand of La Palma
Island (Spain). . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 487
Begoña González, Antonio Pulido, Miguel Martínez
and Gabriel Winter
33 Optimization of the Dimensionless Model of an Electrostatic
Microswitch Based on AMGA Algorithm. . . . . . . . . . . . . . . . . . . 501
Jorge Santana-Cabrera, José Miguel Monzón-Verona,
Francisco Jorge Santana-Martín, Santiago García-Alonso
and Juan Antonio Montiel-Nelson
34 Generation of New Detection Codes for GPS Satellites
Using NSGA-II. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 511
J. Sosa, Tomás Bautista, Daniel Alcaraz, S. García-Alonso
and Juan A. Montiel-Nelson
Author Index . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 521
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