@inproceedings{b4861595b2de4cd7a88ddff891f8b9d3,
title = "A kriging-simulated annealing meta-algorithm for optimization of convective heat transfer in a grooved channel",
abstract = "As computational fluid dynamics (CFD) simulations still take a lot of time in industry for design optimization analyses, we propose to reduce the number of required CFD simulations considerably using a new meta-algorithm. The algorithm consists of employing kriging in conjunction with simulated annealing (SA) as a design tool. The method enables effective and fast design optimization for complex fluid flow systems. In this paper, it is applied to a convective heat transfer problem in a channel with periodic heat sources with constant heat flux. We show that the geometry optimization of two dimensional thermo-fluids problems in complex geometries is made more effective and faster using kriging-simulated annealing metaalgorithm.",
keywords = "Convective heat transfer, Kriging, Optimization, Simulated annealing",
author = "Sertac Cadirci and Alpay Akguc and Hasan Gunes",
year = "2011",
doi = "10.1115/imece2011-64974",
language = "English",
isbn = "9780791854952",
series = "ASME 2011 International Mechanical Engineering Congress and Exposition, IMECE 2011",
publisher = "American Society of Mechanical Engineers (ASME)",
pages = "795--803",
booktitle = "Transportation Systems; Safety Engineering, Risk Analysis and Reliability Methods; Applied Stochastic Optimization, Uncertainty and Probability",
address = "United States",
note = "ASME 2011 International Mechanical Engineering Congress and Exposition, IMECE 2011 ; Conference date: 11-11-2011 Through 17-11-2011",
}