Second International Workshop on

Advances in Simulation-Driven Optimization
and Modeling (ASDOM 2013)

August 9-11, 2013

Reykjavik University, Iceland



Technical Program

Note: Because of the large number of talks, the time slot for a presentation will be limited to 25 minutes (including 5 minutes of discussion).


Friday, August 9

8.00 – 9.00 – Registration

9.00 – 9.20 – Welcome remarks

9.20 – 10.35 – Technical Session I: Surrogate Modeling and Fluid Dynamics
  • Han Zhong-hua (Northwestern Polytechnical University, China): "Surrogate-based aerodynamic optimization via gradient-enhanced kriging and hierachical kriging," 9.20 - 9.45, Abstract
  • Nils Hornung (Fraunhofer-Institute for Algorithms and Scientific Computing SCAI, Germany): "Approximation of transport network equations," 9.45 - 10.10, Abstract
  • Leifur Leifsson (Reykjavik University, Iceland): "Multi-level CFD-based Aerodynamic Shape Optimization," 10.10 - 10.35, Abstract
10.35 – 11.00 – Coffee break

11.00 – 12.15 – Technical Session II: Surrogate Models for Nonlinear System Identification
  • Keith Worden (University of Sheffield, UK): "Gaussian Process NARX Models for Nonlinear System Identification," 11.00 - 11.25, Abstract
  • Christoph Hametner (Vienna University of Technology): "Nonlinear Observer Design using Local Model Networks," 11.25 - 11.50, Abstract
  • Robert J. Barthorpe (University of Sheffield, UK): "Surrogate-based Bayesian parameter estimation," 11.50 - 12.15, Abstract
12.15 – 13.30 – Lunch break (lunch will be on site)

13.30 – 14.45 – Technical Session III: Surrogate Modeling and Optimization in Electrical Engineering I
  • Abdel-Karim S.O. Hassan (Cairo University, Egypt): "Geometrical  Design Centering Approach Exploiting Normed Distances and Space Mapping Interpolating Surrogates," 13.30 - 13.55, Abstract
  • Michael Steer (North Carolina State University, USA): "Requirements for Incorporating Surrogate Models as Native Models in Circuit Simulators," 13.55 - 14.20, Abstract
  • Paul D. Franzon (North Carolina State University, USA): "Application of Surrogate Modeling for Circuit Yield and Lifetime Enhancement," 14.20 - 14.45, Abstract
14.45 – 15.05 – Coffee break

15.05 – 16.20 – Technical Session IV: Applications of Surrogate Modeling and Optimization I
  • Thomas Slawig (Christian Albrechts University, Germany): "Surrogate-Based Methods for Parameter Identification in Climate Models," 15.05 - 15.30, Abstract
  • Slawomir Koziel (Reykjavik University, Iceland): "Shape-preserving response prediction for engineering design modeling and optimization," 15.30 - 15.55, Abstract
  • Alexey Pospelov (Datadvance, IITP RAS, Russia): "Multi-objective programming: adaptive surrogate based approach with Chebyshev scalarization," 15.55 - 16.20, Abstract

Saturday, August 10

9.00 – 10.15 – Technical Session V: Surrogate Modeling and Optimization in Electrical Engineering II
  • Hany L. Abdel-Malek (Cairo University, Egypt): "A New Surrogate-Based Trust Region Optimization Approach with Application to RF Cavity Design for Linear Accelerator," 9.00 - 9.25, Abstract
  • Stanislav Ogurtsov (Reykjavik University, Iceland): "Surrogate-based design of antenna arrays," 9.25 - 9.50, Abstract
  • Qi-Jun Zhang (Carleton University, Canada): "Neural network based parametric EM modeling and optimization," 9.50 - 10.15, Abstract
10.15 – 10.40 – Coffee break

10.40 – 11.55 – Technical Session VI: Aerodynamic Shape Optimization
  • Antony Jameson (Stanford University, USA): "Applications of adjoint based shape optimization to the design of low drag airplane wings, including wings to support natural laminar flow," 10.40 - 11.05, Abstract
  • Arthur Rizzi (KTH Royal Institute of Technology, Sweden): "Approaches to Constrained Aerodynamic Design of Wings," 11.05 - 11.30, Abstract
  • Yonatan Tesfahunegn (Reykjavik University, Iceland): "Aerodynamic Shape Optimization Using Space Mapping," 11.30 - 11.55, Abstract
11.55 – 13.00 – Lunch break (lunch will be on site)

13.00 – 13.50 – Technical Session VII: Surrogate Modeling and Optimization in Electrical Engineering III
  • Murat Simsek (Istanbul Technical University, Turkey): "The Knowledge Based 3-Step Modelling Strategy," 13.00 - 13.25, Abstract
  • Olexandr Glubokov (Reykjavik University, Iceland): "Advanced Modeling of Coupled-Resonator Filters," 13.25 - 13.50, Abstract
13.50 – 14.15 – Coffee break

14.15 – 15.30 – Technical Session VIII: Applications of Surrogate Modeling and Optimization II
  • Ronald Hochreiter (WU Vienna University of Economics and Business, Austria): "Classification of 3-D Airborne Laser Scanning Data," 14.15 - 14.40, Abstract
  • Jörg Lässig (University of Applied Sciences Zittau/Goerlitz, Germany): "Simulation Optimization for Logistics Models," 14.40 - 15.05, Abstract
  • Julian Szymanski (Gdansk University of Technology, Poland): "Wikipedia Conceptual Knowledge for Interactive Information Retrieval," 15.05 - 15.30, Abstract
20.00 - Dinner


Sunday, August 11

9.00 – 10.40 – Technical Session IX: Metaheuristics
  • Xin-She Yang (Middlesex University, UK): "Multiobjective Firefly Algorithm for Engineering Designs," 9.00 - 9.25, Abstract
  • Julian Scott Yeomans (York University, Canada): "Stochastic Modelling to Generate Alternatives Using a Nature-Inspired Simulation-Optimization Algorithm," 9.25 - 9.50, Abstract
  • Simon Fong (University of MaCau, China): "Tackling High-dimensionality Problems in Data Mining by Using Metaheuristic Algorithms," 9.50 - 10.15, Abstract
  • Xingshi He (Xi'an Polytechnic University, China): "Bat Algorithm with Simulated Annealing and Gaussian Perturbations," 10.15 - 10.40, Abstract
10.40 – 10.50 – Closing remarks

11.30 - ~19.00 – Workshop tour (lunch is included)
Main Page




    

© 2013 Reykjavik University. All rights reserved. Contact koziel@ru.is regarding any issues concerning this site.