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

  • Book
  • © 2019

Overview

Editors:
  1. Edmondo Minisci

    1. Aerospace Centre of Excellence, University of Strathclyde, Glasgow, United Kingdom

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  2. Massimiliano Vasile

    1. Aerospace Centre of Excellence, University of Strathclyde, Glasgow, United Kingdom

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  3. Jacques Periaux

    1. CIMNE, Universitat Politècnica de Catalunya, Barcelona, Spain

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  4. Nicolas R. Gauger

    1. Chair for Scientific Computing, TU Kaiserslautern, Kaiserslautern, Germany

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  5. Kyriakos C. Giannakoglou

    1. School of Mechanical Engineering, National Technical University of Athens, Athens, Greece

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  6. Domenico Quagliarella

    1. Fluid Mechanics Department, Multidisciplinary Analysis and Optimization Group, Italian Aerospace Research Center, Capua, Italy

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  • Recent state of the art in evolutionary and deterministic methods for design, optimization and control
  • Balanced theoretical and numerical methods and tools for design
  • Applications include aeronautics and astronautics, marine design, turbomachinery, structures, transportation and planning

Part of the book series: Computational Methods in Applied Sciences (COMPUTMETHODS, volume 48)

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Table of contents (33 chapters)

  1. Front Matter

    Pages i-x
    Download chapter PDF

  2. Keynote

    1. Front Matter

      Pages 1-1
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    2. Risk, Optimization and Meanfield Type Control

      • Olivier Pironneau, Mathieu Laurière
      Pages 3-16

  3. Surrogate-Based Optimization in Aerodynamic Design

    1. Front Matter

      Pages 17-17
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    2. 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

    3. 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

    4. 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

    5. Application of Surrogate-Based Optimization Techniques to Aerodynamic Design Cases

      • Emiliano Iuliano, Domenico Quagliarella
      Pages 65-93

    6. Efficient Global Optimization Method for Multipoint Airfoil Design

      • Davide Cinquegrana, Emiliano Iuliano
      Pages 95-114

  4. Adjoint Methods for Steady and Unsteady Optimization

    1. Front Matter

      Pages 115-115
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    2. Checkpointing with Time Gaps for Unsteady Adjoint CFD

      • Jan Christian Hückelheim, Jens-Dominik Müller
      Pages 117-130

    3. 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

    4. Aerodynamic Shape Optimization Using the Adjoint-Based Truncated Newton Method

      • Evangelos M. Papoutsis-Kiachagias, Mehdi Ghavami Nejad, Kyriakos C. Giannakoglou
      Pages 145-156

    5. 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

    6. 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

  5. Holistic Optimization in Marine Design

    1. Front Matter

      Pages 189-189
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    2. Upfront CAD—Parametric Modeling Techniques for Shape Optimization

      • S. Harries, C. Abt, M. Brenner
      Pages 191-211

    3. 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

    4. Application of Holistic Ship Optimization in Bulkcarrier Design and Operation

      • Lampros Nikolopoulos, Evangelos Boulougouris
      Pages 229-252

  6. Game Strategies Combined with Evolutionary Computation

    1. Front Matter

      Pages 253-253
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Keywords

About this book

This volume presents up-to-date material on the state of the art in evolutionary and deterministic methods for design, optimization and control with applications to industrial and societal problems from Europe, Asia, and America.

EUROGEN 2015 was the 11th of a series of International Conferences devoted to bringing together specialists from universities, research institutions and industries developing or applying evolutionary and deterministic methods in design optimization, with emphasis on solving industrial and societal problems.

The conference was organised around a number of parallel symposia, regular sessions, and keynote lectures focused on surrogate-based optimization in aerodynamic design,  adjoint methods for steady & unsteady optimization,  multi-disciplinary design optimization, holistic optimization in marine design, game strategies combined with evolutionary computation, optimization under uncertainty, topology optimization, optimal planning,shape optimization, and production scheduling.

Editors and Affiliations

  • Aerospace Centre of Excellence, University of Strathclyde, Glasgow, United Kingdom

    Edmondo Minisci, Massimiliano Vasile

  • CIMNE, Universitat Politècnica de Catalunya, Barcelona, Spain

    Jacques Periaux

  • Chair for Scientific Computing, TU Kaiserslautern, Kaiserslautern, Germany

    Nicolas R. Gauger

  • School of Mechanical Engineering, National Technical University of Athens, Athens, Greece

    Kyriakos C. Giannakoglou

  • Fluid Mechanics Department, Multidisciplinary Analysis and Optimization Group, Italian Aerospace Research Center, Capua, Italy

    Domenico Quagliarella

Bibliographic Information

  • Book Title: Advances in Evolutionary and Deterministic Methods for Design, Optimization and Control in Engineering and Sciences

  • Editors: Edmondo Minisci, Massimiliano Vasile, Jacques Periaux, Nicolas R. Gauger, Kyriakos C. Giannakoglou, Domenico Quagliarella

  • Series Title: Computational Methods in Applied Sciences

  • DOI: https://doi.org/10.1007/978-3-319-89988-6

  • Publisher: Springer Cham

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer International Publishing AG 2019

  • Hardcover ISBN: 978-3-319-89986-2Published: 18 July 2018

  • Softcover ISBN: 978-3-030-07910-9Published: 20 December 2018

  • eBook ISBN: 978-3-319-89988-6Published: 02 July 2018

  • Series ISSN: 1871-3033

  • Series E-ISSN: 2543-0203

  • Edition Number: 1

  • Number of Pages: X, 566

  • Number of Illustrations: 272 b/w illustrations

  • Topics: Engineering Design, Computational Intelligence, Computational Mathematics and Numerical Analysis

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