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Engineering Optimization Volume 38, 2006 - Issue 8
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Original Articles

On the use of metamodel-assisted, multi-objective evolutionary algorithms

Marios K. Karakasis Laboratory of Thermal Turbomachines, School of Mechanical Engineering, National Technical University of Athens, Greece
&
Kyriakos C. Giannakoglou Laboratory of Thermal Turbomachines, School of Mechanical Engineering, National Technical University of Athens, GreeceCorrespondence[email protected]
Pages 941-957 | Received 07 Apr 2005, Published online: 26 Jan 2007

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Shadi Abpeykar & Mehdi Ghatee. (2018) Decent direction methods on the feasible region recognized by supervised learning metamodels to solve unstructured problems. Journal of Information and Optimization Sciences 39:6, pages 1245-1262.
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Stylianos A. Kyriacou, Varvara G. Asouti & Kyriakos C. Giannakoglou. (2014) Efficient PCA-driven EAs and metamodel-assisted EAs, with applications in turbomachinery. Engineering Optimization 46:7, pages 895-911.
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Rommel G. Regis. (2014) Constrained optimization by radial basis function interpolation for high-dimensional expensive black-box problems with infeasible initial points. Engineering Optimization 46:2, pages 218-243.
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Rommel G. Regis & Christine A. Shoemaker. (2013) Combining radial basis function surrogates and dynamic coordinate search in high-dimensional expensive black-box optimization. Engineering Optimization 45:5, pages 529-555.
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Evgenia A. Kontoleontos, Varvara G. Asouti & Kyriakos C. Giannakoglou. (2012) An asynchronous metamodel-assisted memetic algorithm for CFD-based shape optimization. Engineering Optimization 44:2, pages 157-173.
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Ava Shahrokhi & Alireza Jahangirian. (2010) A surrogate assisted evolutionary optimization method with application to the transonic airfoil design. Engineering Optimization 42:6, pages 497-515.
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Ioannis C. Kampolis & Kyriakos C. Giannakoglou. (2009) Distributed evolutionary algorithms with hierarchical evaluation. Engineering Optimization 41:11, pages 1037-1049.
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Chariklia A. Georgopoulou & Kyriakos C. Giannakoglou. (2009) A multi-objective metamodel-assisted memetic algorithm with strength-based local refinement. Engineering Optimization 41:10, pages 909-923.
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Varvara G. Asouti & Kyriakos C. Giannakoglou. (2009) Aerodynamic optimization using a parallel asynchronous evolutionary algorithm controlled by strongly interacting demes. Engineering Optimization 41:3, pages 241-257.
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A. Jahangirian & A. Shahrokhi. (2009) Inverse design of transonic airfoils using genetic algorithm and a new parametric shape method. Inverse Problems in Science and Engineering 17:5, pages 681-699.
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