Advances in Evolutionary and Deterministic Methods for Design, Optimization and Control in Engineering and Sciences

Front Matter ....Pages i-x
Front Matter ....Pages 1-1
 Risk, Optimization and Meanfield Type Control  (Olivier Pironneau, Mathieu Laurière)....Pages 3-16
Front Matter ....Pages 17-17
 A Review of Surrogate Modeling Techniques for Aerodynamic Analysis and Optimization: Current Limitations and Future Challenges in Industry  (Raul Yondo, Kamil Bobrowski, Esther Andrés, Eusebio Valero)....Pages 19-33
 Constrained Single-Point Aerodynamic Shape Optimization of the DPW-W1 Wing Through Evolutionary Programming and Support Vector Machines  (E. Andrés-Pérez, D. González-Juárez, M. J. Martin-Burgos, L. Carro-Calvo)....Pages 35-48
 Enabling of Large Scale Aerodynamic Shape Optimization Through POD-Based Reduced-Order Modeling and Free Form Deformation  (A. Scardigli, R. Arpa, A. Chiarini, H. Telib)....Pages 49-63
 Application of Surrogate-Based Optimization Techniques to Aerodynamic Design Cases  (Emiliano Iuliano, Domenico Quagliarella)....Pages 65-93
 Efficient Global Optimization Method for Multipoint Airfoil Design  (Davide Cinquegrana, Emiliano Iuliano)....Pages 95-114
Front Matter ....Pages 115-115
 Checkpointing with Time Gaps for Unsteady Adjoint CFD  (Jan Christian Hückelheim, Jens-Dominik Müller)....Pages 117-130
 Shape Optimization of Wind Turbine Blades Using the Continuous Adjoint Method and Volumetric NURBS on a GPU Cluster  (Konstantinos T. Tsiakas, Xenofon S. Trompoukis, Varvara G. Asouti, Kyriakos C. Giannakoglou)....Pages 131-144
 Aerodynamic Shape Optimization Using the Adjoint-Based Truncated Newton Method  (Evangelos M. Papoutsis-Kiachagias, Mehdi Ghavami Nejad, Kyriakos C. Giannakoglou)....Pages 145-156
 Application of the Adjoint Method for the Reconstruction of the Boundary Condition in Unsteady Shallow Water Flow Simulation  (Asier Lacasta, Daniel Caviedes-Voullieme, Pilar García-Navarro)....Pages 157-172
 Aerodynamic Optimization of Car Shapes Using the Continuous Adjoint Method and an RBF Morpher  (E. M. Papoutsis-Kiachagias, S. Porziani, C. Groth, M. E. Biancolini, E. Costa, K. C. Giannakoglou)....Pages 173-187
Front Matter ....Pages 189-189
 Upfront CAD—Parametric Modeling Techniques for Shape Optimization  (S. Harries, C. Abt, M. Brenner)....Pages 191-211
 Simulation-Based Design Optimization by Sequential Multi-criterion Adaptive Sampling and Dynamic Radial Basis Functions  (Matteo Diez, Silvia Volpi, Andrea Serani, Frederick Stern, Emilio F. Campana)....Pages 213-228
 Application of Holistic Ship Optimization in Bulkcarrier Design and Operation  (Lampros Nikolopoulos, Evangelos Boulougouris)....Pages 229-252
Front Matter ....Pages 253-253
 Designing Networks in Cooperation with ACO  (E. D’Amato, E. Daniele, L. Mallozzi)....Pages 255-267
 Augmented Lagrangian Approach for Constrained Potential Nash Games  (Lina Mallozzi, Domenico Quagliarella)....Pages 269-282
 A Diversity Dynamic Territory Nash Strategy in Evolutionary Algorithms: Enhancing Performances in Reconstruction Problems in Structural Engineering  (David Greiner, Jacques Périaux, J. M. Emperador, B. Galván, G. Winter)....Pages 283-301
 Interactive Inverse Modeling Based Multiobjective Evolutionary Algorithm  (Karthik Sindhya, Jussi Hakanen)....Pages 303-315
 Multi-disciplinary Design Optimization of Air-Breathing Hypersonic Vehicle Using Pareto Games and Evolutionary Algorithms  (Peng Wu, Zhili Tang, Jacques Periaux)....Pages 317-331
Front Matter ....Pages 333-333
 Innovative Methodologies for Robust Design Optimization with Large Number of Uncertainties Using ModeFRONTIER  (Alberto Clarich, Rosario Russo)....Pages 335-351
 A Novel Method for Inverse Uncertainty Propagation  (Xin Chen, Arturo Molina-Cristóbal, Marin D. Guenov, Varun C. Datta, Atif Riaz)....Pages 353-370
 Uncertainty Sources in the Baseline Configuration for Robust Design of a Supersonic Natural Laminar Flow Wing-Body  (Domenico Quagliarella, Emiliano Iuliano)....Pages 371-390
 Robust Airfoil Design in the Context of Multi-objective Optimization  (Lisa Kusch, Nicolas R. Gauger)....Pages 391-403
 An Alternative Formulation for Design Under Uncertainty  (F. Fusi, P. M. Congedo, G. Geraci, G. Iaccarino)....Pages 405-417
 Polynomial Representation of Model Uncertainty in Dynamical Systems  (Massimiliano Vasile)....Pages 419-432
Front Matter ....Pages 433-433
 Improved Archiving and Search Strategies for Multi Agent Collaborative Search  (Lorenzo A. Ricciardi, Massimiliano Vasile)....Pages 435-455
 Comparison of Multi-objective Approaches to the Real-World Production Scheduling  (Gregor Papa, Peter Korošec)....Pages 457-471
 Elucidation of Influence of Fuels on Hybrid Rocket Using Visualization of Design-Space Structure  (Kazuhisa Chiba, Shin’ya Watanabe, Masahiro Kanazaki, Koki Kitagawa, Toru Shimada)....Pages 473-488
 Creating Optimised Employee Travel Plans  (Neil Urquhart, Emma Hart)....Pages 489-502
 A New Rich Vehicle Routing Problem Model and Benchmark Resource  (Kevin Sim, Emma Hart, Neil Urquhart, Tim Pigden)....Pages 503-518
 Genetic Algorithm Applied to Design Knowledge Discovery of Launch Vehicle Using Clustered Hybrid Rocket  (Masahiro Kanazaki, Kazuhisa Chiba, Shoma Ito, Masashi Nakamiya, Koki Kitagawa, Toru Shimada)....Pages 519-535
 Topology Optimization of Flow Channels with Heat Transfer Using a Genetic Algorithm Assisted by the Kriging Model  (Mitsuo Yoshimura, Takashi Misaka, Koji Shimoyama, Shigeru Obayashi)....Pages 537-552
 Topology Optimization Using GPGPU  (Stefan Gavranovic, Dirk Hartmann, Utz Wever)....Pages 553-566