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

  • Book
  • © 2015

Overview

Editors:
  1. David Greiner

    1. SIANI, Universidad de Las Palmas de Gran Canaria, Las Palmas de Gran Canaria, Spain

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  2. Blas Galván

    1. SIANI, Universidad de Las Palmas de Gran Canaria, Las Palmas de Gran Canaria, Spain

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  3. Jacques Périaux

    1. CIMNE, University of Jyväskylä, Jyväskylä, Finland, and Universitat Politècnica de Catalunya, Barcelona, Spain, Barcelona, Spain

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  4. Nicolas Gauger

    1. RWTH Aachen University, Aachen, Germany

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  5. Kyriakos Giannakoglou

    1. National Technical University of Athens, Athens, Greece

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  6. Gabriel Winter

    1. SIANI, Universidad de Las Palmas de Gran Canaria, Las Palmas de Gran Canaria, Spain

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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 with engineering design and societal applications
  • Applications include aeronautics and astronautics, turbomachinery, structures, materials and civil engineering, electrical and electrical engineering and societal applications

Part of the book series: Computational Methods in Applied Sciences (COMPUTMETHODS, volume 36)

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Table of contents (34 chapters)

  1. Front Matter

    Pages i-xi
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  2. Theoretical and Numerical Methods and Tools for Optimization: Theoretical Methods and Tools

    1. Front Matter

      Pages 1-1
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    2. Multi-objective Evolutionary Algorithms in Real-World Applications: Some Recent Results and Current Challenges

      • Carlos A. Coello Coello
      Pages 3-18

    3. Hybrid Optimization Algorithms and Hybrid Response Surfaces

      • George S. Dulikravich, Marcelo J. Colaço
      Pages 19-47

    4. A Genetic Algorithm for a Sensor Device Location Problem

      • Egidio D’Amato, Elia Daniele, Lina Mallozzi
      Pages 49-57

    5. The Role of Artificial Neural Networks in Evolutionary Optimisation: A Review

      • M. Maarouf, A. Sosa, B. Galván, D. Greiner, G. Winter, M. Mendez et al.
      Pages 59-76

    6. Reliability-Based Design Optimization with the Generalized Inverse Distribution Function

      • Domenico Quagliarella, Giovanni Petrone, Gianluca Iaccarino
      Pages 77-92

  3. Theoretical and Numerical Methods and Tools for Optimization: Numerical Methods and Tools

    1. Front Matter

      Pages 93-93
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    2. On the Choice of Surrogates for Multilevel Aircraft Perfomance Models

      • Manon Bondouy, Sophie Jan, Serge Laporte, Christian Bes
      Pages 95-109

    3. Multi-objective Design Optimization Using High-Order Statistics for CFD Applications

      • Pietro M. Congedo, Gianluca Geraci, Remi Abgrall, Gianluca Iaccarino
      Pages 111-126

    4. Extension of the One-Shot Method for Optimal Control with Unsteady PDEs

      • Stefanie Günther, Nicolas R. Gauger, Qiqi Wang
      Pages 127-142

    5. Adaptive Aerodynamic Design Optimization for Navier-Stokes Using Shape Derivatives with Discontinuous Galerkin Methods

      • L. Kaland, M. Sonntag, N. R. Gauger
      Pages 143-158

    6. Optimal Flow Control and Topology Optimization Using the Continuous Adjoint Method in Unsteady Flows

      • Ioannis S. Kavvadias, George K. Karpouzas, Evangelos M. Papoutsis-Kiachagias, Dimitris I. Papadimitriou, Kyriakos C. Giannakoglou
      Pages 159-173

  4. Engineering Design and Societal Applications: Turbomachinery

    1. Front Matter

      Pages 175-175
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    2. Design Optimization of the Primary Pump of a Nuclear Reactor

      • T. Verstraete, L. Mueller
      Pages 177-195

    3. Direct 3D Aerodynamic Optimization of Turbine Blades with GPU-Accelerated CFD

      • Philipp Amtsfeld, Dieter Bestle, Marcus Meyer
      Pages 197-207

    4. Evaluation of Surrogate Modelling Methods for Turbo-Machinery Component Design Optimization

      • Gianluca Badjan, Carlo Poloni, Andrew Pike, Nadir Ince
      Pages 209-223

    5. Robust Aerodynamic Design Optimization of Horizontal Axis Wind Turbine Rotors

      • Marco Caboni, Edmondo Minisci, Michele Sergio Campobasso
      Pages 225-240

    6. Horizontal Axis Hydroturbine Shroud Airfoil Optimization

      • Elia Daniele, Elios Ferrauto, Domenico P. Coiro
      Pages 241-256

    7. Parametric Blending and FE-Optimisation of a Compressor Blisk Test Case

      • Kai Karger, Dieter Bestle
      Pages 257-266
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Keywords

About this book

This book contains state-of-the-art contributions in the field of evolutionary and deterministic methods for design, optimization and control in engineering and sciences.

Specialists have written each of the 34 chapters as extended versions of selected papers presented at the International Conference on Evolutionary and Deterministic Methods for Design, Optimization and Control with Applications to Industrial and Societal Problems (EUROGEN 2013). The conference was one of the Thematic Conferences of the European Community on Computational Methods in Applied Sciences (ECCOMAS).

Topics treated in the various chapters are classified in the following sections: theoretical and numerical methods and tools for optimization (theoretical methods and tools; numerical methods and tools) and engineering design and societal applications (turbo machinery; structures, materials and civil engineering; aeronautics and astronautics; societal applications; electrical and electronics applications), focused particularly on intelligent systems for multidisciplinary design optimization (mdo) problems based on multi-hybridized software, adjoint-based and one-shot methods, uncertainty quantification and optimization, multidisciplinary design optimization, applications of game theory to industrial optimization problems, applications in structural and civil engineering optimum design and surrogate models based optimization methods in aerodynamic design.

Editors and Affiliations

  • SIANI, Universidad de Las Palmas de Gran Canaria, Las Palmas de Gran Canaria, Spain

    David Greiner, Blas Galván, Gabriel Winter

  • CIMNE, University of Jyväskylä, Jyväskylä, Finland, and Universitat Politècnica de Catalunya, Barcelona, Spain, Barcelona, Spain

    Jacques Périaux

  • RWTH Aachen University, Aachen, Germany

    Nicolas Gauger

  • National Technical University of Athens, Athens, Greece

    Kyriakos Giannakoglou

Bibliographic Information

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

  • Editors: David Greiner, Blas Galván, Jacques Périaux, Nicolas Gauger, Kyriakos Giannakoglou, Gabriel Winter

  • Series Title: Computational Methods in Applied Sciences

  • DOI: https://doi.org/10.1007/978-3-319-11541-2

  • Publisher: Springer Cham

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2015

  • Hardcover ISBN: 978-3-319-11540-5Published: 04 December 2014

  • Softcover ISBN: 978-3-319-36424-7Published: 10 September 2016

  • eBook ISBN: 978-3-319-11541-2Published: 14 November 2014

  • Series ISSN: 1871-3033

  • Series E-ISSN: 2543-0203

  • Edition Number: 1

  • Number of Pages: XI, 522

  • Number of Illustrations: 240 b/w illustrations

  • Topics: Engineering Design, Theoretical and Applied Mechanics, Computational Science and Engineering, Optimization

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