posted by user: slawekkoz || 3287 views || tracked by 5 users: [display]

SMSMEO 2012 : International Workshop on Surrogate Modeling and Space Mapping for Engineering Optimization

FacebookTwitterLinkedInGoogle

Link: http://eomc.ru.is/smsmeo2012/
 
When Aug 9, 2012 - Aug 11, 2012
Where Reykjavik, Iceland
Submission Deadline TBD
Categories    optimization   modeling   design   simulation
 

Call For Papers

Third International Workshop on Surrogate Modelling and Space Mapping For Engineering Optimization (SMSMEO 2012), August 9-11, 2012, Reykjavik University, Iceland

A three-day workshop on surrogate modeling and space mapping for engineering optimization will be held at Reykjavik University, August 9-11, 2012. The focus will be on techniques and practical applications suited to physically-based design optimization of computationally expensive engineering devices and systems through fast, inexpensive surrogate models, as well as space mapping technology.

The objective is to provide a forum to review and discuss the state of the art in the theory and practice of engineering optimization using surrogates. The workshop will feature several lectures by leading experts in the field as well as a number of technical sessions.

Reykjavik is Iceland's largest city and also the most northerly capital in the world. Iceland marks the boundary between both the Eurasian Plate and the North American Plate. It is an amazing country with magnificent landscapes, unique geological structure, volcanoes, glaciers, geysers, geothermal and hydropower energy.

Workshop Topics include but are not limited to:
•Companion models of engineering devices: ideal, coarse and fine
•The concept of space mapping for modeling and optimization
•Space mapping and response correction techniques
•Surrogate-based modeling and optimization
•Optimization methods for CPU-intensive engineering problems
•Multi-fidelity analysis and optimization
•Function-approximation-based and physics-based surrogate models
•Approximation, interpolation and response surface methodologies
•Engineering optimization through managed surrogates
•Development of surrogate models and surrogate approximations
•Approximation, interpolation and response surface methodologies
•Artificial neural network modeling of devices and systems
•Simulation-driven design
•Adjoint sensitivities in simulation-driven design
•Multidisciplinary design and optimization
•Knowledge-based methods
•Design with tolerances and yield-driven design
•Trust region methodologies for robust algorithms
•Issues of model parameter extraction
•Convergence issues
•Software architectures for optimization-oriented design
•Software frameworks
•Application case studies
•Robust design and optimization with uncertainties
•Numerical experiments and results

Prospective speakers are encouraged to submit their proposals including the talk title and abstract to the organizers:

Slawomir Koziel
Engineering Optimization & Modeling Center
School of Science and Engineering, Reykjavik University
Reykjavik, Iceland
E-mail: koziel@ru.is

John W. Bandler
Department of Electrical and Computer Engineering, McMaster University
Hamilton, Canada
E-mail: bandler@mcmaster.ca

Qingsha S. Cheng
Department of Electrical and Computer Engineering, McMaster University
Hamilton, Canada
E-mail: chengq@mcmaster.ca

Leifur Leifsson
Laboratory for Unmanned Vehicles, Reykjavik University
Reykjavik, Iceland
E-mail: leifurth@ru.is

Related Resources

ORAJ 2022   Operations Research and Applications: An International Journal
Mathematics (MDPI) 2022   Mathematics Special Issue - Analysis and Mathematical Modeling of Control Engineering and Path Planning
ICCES--EI, Scopus 2023   The 29th International Conference on Computational & Experimental Engineering and Sciences
CSMO 2023   2023 6th International Conference on Simulation, Modeling and Optimization (CSMO 2023)
AITIJ 2022   Advances in Interconnect Technologies: An International Journal
BDMO 2022   2022 Big Data Modeling and Optimization (BDMO 2022)
NETWORKS 2022   6th International Conference on Networks & Communications
JEDT 2022   International Journal of Electronic Design and Test
ICCPR 2022   ACM--2022 11th International Conference on Computing and Pattern Recognition (ICCPR 2022)
SAEOpt 2022   Workshop on Surrogate-Assisted Evolutionary Optimisation