List of LTT/NTUA publications on Evolutionary Algorithms for Optimization problems in Aeronautics,Turbomachinery and CFD
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Kontoleontos E.A., Asouti V.G., Giannakoglou K.C., "An Asynchronous Metamodel-Assisted Memetic Algorithm for CFD-based shape optimization", Engineering Optimization, to appear 2011.
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Kampolis I.C., Giannakoglou K.C., "Synergetic Use of Different Evaluation, Parameterization and Search Tools within a Multilevel Optimization Platform", Applied Soft Computing, Vol. 11, No. 1, pp.645-651. 2011.
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Giannakoglou K.C., Kampolis I.C., Georgopoulou C.A., "Hierarchical Metamodel-Assisted Evolutionary Algorithms", von Karman Institute Lectures Series on ‘Introduction to Optimization and Multidisciplinary Design in Aeronautics and Turbomachinery’, May 31- June 4, 2010.
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Georgopoulou C.A., Giannakoglou K.C., "Metamodel-Assisted Evolutionary Algorithms for the Unit Commitment Problem with Probabilistic Outages", Applied Energy, Vol. 87, pp. 1782-1792, 2010.
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Georgopoulou C.A., Giannakoglou K.C., "Solution of Stochastic Unit Commitment Problems using Metamodel-Assisted Evolutionary Algorithms", EUROGEN 2009, Cracow, Poland, June 15-17, 2009.
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Giannakoglou K.C., Kampolis I.C., "Multilevel Optimization Algorithms based on Metamodel- and Fitness Inheritance-Assisted Evolutionary Algorithms", in Computational Intelligence in Expensive Optimization Problems, Editors: Y. Tenne, C.-K. Goh, Springer-Verlag Series in Evolutionary Learning and Optimization, 2009 (to be published).
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Georgopoulou C.A., Giannakoglou KC., "Multiobjective Metamodel-Assisted Memetic Algorithms", in Studies in Computational Intelligence, Editors: C.-K. Goh, K. Chen, Y.S. Young, Springer Series, 2009 (ISBN: 978-3-540-88050-9).
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Asouti V.G., Kampolis I.C., Giannakoglou K.C., "A Grid-Enabled Asynchronous Metamodel-Assisted Evolutionary Algorithm for Aerodynamic Optimization", Genetic Programming and Evolvable Machines, Vol. 10, No. 4, pp. 373, 2009.
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Kampolis I.C., Giannakoglou K.C., "Distributed Evolutionary Algorithms with Hierarchical Evaluation", Engineering Optimization, Vol. 41, No. 11, pp. 1037-1049, 2009.
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Georgopoulou C.A., Giannakoglou K.C., "A Multi-Objective Metamodel-Assisted Memetic Algorithm with Strength-based Local Refinement", Engineering Optimization, Vol. 41, No. 10, pp. 909-923, 2009.
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Asouti V.G., Giannakoglou K.C., "Aerodynamic Optimization Using a Parallel Asynchronous Evolutionary Algorithm Controlled by Strongly Interacting Demes", Engineering Optimization, Vol. 41, No. 3, pp. 241-257, 2009.
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Georgopoulou C.A., Giannakoglou K.C., "Two-Level, Two-Objective Evolutionary Algorithms for Solving Unit Commitment Problems", Applied Energy, Vol. 86, pp. 1229-1239, 2009.
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Giannakoglou K.C., Papadimitriou D.I., Kampolis I.C., "Hybridized Adjoint Methods/ Evolutionary Algorithms & Applications to Turbomachinery", von Karman Institute Lectures Series on "Introduction to Optimization and Multidisciplinary Design in Aeronautics and Turbomachinery", June 2-6, 2008.
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Giannakoglou K.C.,, Kampolis I.C., Georgopoulou C.A., "Metamodel-Assisted Evolutionary Algorithms (MAEAs)", von Karman Institute Lectures Series on ‘Introduction to Optimization and Multidisciplinary Design in Aeronautics and Turbomachinery’, June 2-6, 2008.
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Grafenberger P., Parkinson E., Georgopoulou C.A., Kyriacou S.A., Giannakoglou K.C., "Constrained Multi-Objective Design Optimization of Hydraulic Components Using a Hierarchical Metamodel Assisted Evolutionary Algorithm. Part 2: Applications", 24th IAHR Symposium on Hydraulic Machinery and Systems, Foz do Iguassu, Brazil, October 27-31, 2008.
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Georgopoulou C.A., Kyriacou S.A., Giannakoglou K.C., Grafenberger P., Parkinson E., "Constrained Multi-Objective Design Optimization of Hydraulic Components Using a Hierarchical Metamodel Assisted Evolutionary Algorithm. Part 1: Theory", 24th IAHR Symposium on Hydraulic Machinery and Systems, Foz do Iguassu, Brazil, October 27-31, 2008.
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Liakopoulos P.I.K., Kampolis I.C., Giannakoglou K.C., "Grid-Enabled, Hierarchical Distributed Metamodel-Assisted Evolutionary Algorithms for Aerodynamic Shape Optimization", Future Generation Computer Systems, Vol. 24, pp. 701-708, 2008.
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Kampolis I.C., Giannakoglou K.C., "A Multilevel Approach to Single- and Multiobjective Aerodynamic Optimization", Computer Methods in Applied Mechanics and Engineering, Vol. 197, pp. 2963-2975, 2008.
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Kampolis I.C., Zymaris A.S., Asouti V.G., Giannakoglou K.C., "Multilevel Optimization Strategies based on Metamodel-Assisted Evolutionary Algorithms, for Computationally Expensive Problems", 2007 IEEE Congress on Evolutionary Computation (CEC), Singapore, September 25-28, 2007.
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Georgopoulou C.A., Giannakoglou K.C., "A Two-level Method for Solving Power Generating Unit Commitment Problems", Power Tech 2007, Lausanne, Switzerland, July 1-5, 2007.
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Georgopoulou C.A., Giannakoglou K.C., "Solutions to the Unit Commitment Problem using Two-level Evolutionary Algorithms", EUROGEN 2007, Jyvaskyla, Finland, June 11-13, 2007.
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Giannakoglou K.C., Kampolis I.C., Liakopoulos P.I.K., Karakasis M.K., Papadimitriou D.I., Asouti V.G., Zervogiannis T., "Aerodynamic Shape Optimization Methods on Multiprocessor Platforms", ParCFD 2007, Antalya, Turkey, May 21-24, 2007.
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Karakasis M.K., Giannakoglou K.C., Koubogiannis D.G., "Aerodynamic Design of Compressor Airfoils using Hierarchical, Distributed, Metamodel-Assisted Evolutionary Algorithms", 7th European Conference on Turbomachinery, Fluid Dynamics and Thermodynamics, Athens, March 5-8, 2007.
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Karakasis M., Koubogiannis D.G., Giannakoglou K.C., "Hierarchical Distributed Evolutionary Algorithms in Shape Optimization", International Journal for Numerical Methods in Fluids, Vol. 53, No. 3, pp. 455-469, 2007.
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Giannakoglou K.C., Karakasis M.K., "Hierarchical and Distributed Metamodel-Assisted Evolutionary Algorithms", von Karman Institute Lectures Series on "Introduction to Optimization and Multidisciplinary Design- Applications to Aeronautics and Turbomachinery", March 6-10, 2006.
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Giannakoglou K.C., Karakasis M.K., Kampolis I.C., "Evolutionary Algorithms with Surrogate Modeling for Computationally Expensive Optimization Problem", ERCOFTAC 2006 Design Optimization International Conference, Gran Canaria, Spain, April 5-7, 2006.
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Karakasis M., Giannakoglou K.C., "On the Use of Metamodel-Assisted Multi-Objective Evolutionary Algorithms", Engineering Optimization, Vol. 38, No. 8, pp. 941-957, 2006.
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Giannakoglou K.C., Papadimitriou D.I., Kampolis I.C., "Aerodynamic Shape Design Using Evolutionary Algorithms and New Gradient-Assisted Metamodels", Computer Methods in Applied Mechanics and Engineering, Vol. 195, pp. 6312-6329, 2006.
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Emmerich M., Giannakoglou K.C., Naujoks B., "Single- and Multi-objective Evolutionary Optimization Assisted by Gaussian Random Field Metamodels", IEEE Transactions on Evolutionary Computation, Vol. 10, No. 4, pp. 421-439, 2006.
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Kampolis I.C., Papadimitriou D.I., Giannakoglou K.C., "Evolutionary Optimization Using a New Radial Basis Function Network and the Adjoint Formulation", Journal of Inverse Problems in Science & Engineering, Vol. 14, No. 4, pp. 397-410, 2006.
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Krimpenis A.A., Liakopoulos P.I.K., Vosniakos G.C., Giannakoglou K.C., "Multi-Objective Design of Optimal Sculptured Surface Rough Machining through Pareto and Nash Techniques", EUROGEN 2005, Munich, September 12-14, 2005.
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Bonataki E.T., Giannakoglou K.C., "Preliminary Design of Optimal Combined Cycle Power Plants through Evolutionary Algorithms", EUROGEN 2005, Munich, September 12-14, 2005.
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Karakasis M.K., Giannakoglou K.C., "Metamodel-Assisted Multi-Objective Evolutionary Optimization", EUROGEN 2005, Munich, September 12-14, 2005.
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Kontoleontos E.A., Giannakoglou K.C., Koubogiannis D.G., "Robust Design of Compressor Cascade Airfoils Using Evolutionary Algorithms and Surrogate Models", 1rst International Conference on Experiments/Process/System Modelling/Simulation/Optimization, Athens, July 6-9, 2005.
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Giannakoglou K.C., "Cost-Effective Metamodel-Assisted Evolutionary Algorithms", in Evolutionary Algorithms and Intelligent Tools in Engineering Optimization, Editors: W. Annicchiarico, J. Periaux, M. Cerrolaza, G. Winter, CIMNE Series of Handbooks, 2005 (ISBN 1-84564-038-1).
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Giannakoglou K.C., Papadimitriou D.I., Kampolis I.C., "Coupling Evolutionary Algorithms, Surrogate Models and Adjoint Methods in Inverse Design and Optimization Problems", von Karman Institute Lectures Series on "Numerical Optimization Methods & Tools for Multi-criteria /Multi-Disciplinary Design with applications to Aeronautics and Turbomachinery", November 15 - 19, 2004.
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Giannakoglou K.C., "Neural Network Assisted Evolutionary Algorithms for Aeronautics and Turbomachinery", von Karman Institute Lectures Series on "Numerical Optimization Methods & Tools for Multi-criteria /Multi-Disciplinary Design with applications to Aeronautics and Turbomachinery", November 15 - 19, 2004.
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Karakasis M.K., Giannakoglou K.C., "On the Use of Surrogate Evaluation Models in Multi-Objective Evolutionary Algorithms", ECCOMAS 2004, 4th European Congress on Computational Methods in Applied Sciences and Engineering, Jyvaskyla, Finland, July 24-28, 2004.
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Bonataki E.T., Georgoulis L.S., Georgopoulou C., Giannakoglou K.C., "Optimal Design of Combined Cycle Power Plants based on Gas Turbine Performance Data", ERCOFTAC Design Optimization: Methods & Applications, Athens, Greece, March 31-April 2, 2004.
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Papadimitriou D.I., Kampolis I.C., Giannakoglou K.C., "Stochastic and Deterministic Optimization in Turbomachinery Applications based on the Adjoint Formulation", ERCOFTAC Design Optimization: Methods & Applications, Athens, Greece, March 31-April 2, 2004.
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Kampolis I.C, Papadimitriou D.I., Giannakoglou K.C., "Evolutionary Optimization Using a New Radial Basis Function Network and the Adjoint Formulation", Inverse Problems, Design and Optimization (IPDO) Symposium, Rio de Janeiro, Brazil, March 17-19, 2004.
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Kampolis I.C., Karangelos E.I., Giannakoglou K.C., "Gradient-assisted Radial Basis Function Networks: Theory and Applications", Applied Mathematical Modelling, Vol. 28, pp. 197-209, 2004.
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Bonataki E.T., Giotis A., Giannakoglou K.C., "Multi-Objective Design of Optimal Combined Cycle Power Plants with Supplementary Firing", EUROGEN 2003, Barcelona, Spain, Sep. 15-17, 2003.
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Chiba K., Obayashi S., Nakahashi K., Giotis A., Giannakoglou K.C., "Design Optimization of the Wing Shape of the RLV Booster Stage using Evolutionary Algorithms and Navier-Stokes Computations on Unstructured Grids", EUROGEN 2003, Barcelona, Spain, Sep. 15-17, 2003.
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Karakasis M.K., Giotis A.P., Giannakoglou K.C., "Inexact Information Aided, Low-cost, Distributed Genetic Algorithms for Aerodynamic Shape Optimization", International Journal for Numerical Methods in Fluids, Vol. 43, No. 10-11, pp. 1149-1166, 2003.
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Fainekos G.E., Giannakoglou K.C., "Inverse Design of Airfoils Based on a Novel Formulation of the Ant Colony Optimization Method", Inverse Problems in Engineering, Vol. 11, No. 1, pp. 21-38, 2003.
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Emmerich M., Giotis A., Ozdemir M., Back T., Giannakoglou K.C., "Metamodel-Assisted Evolution Strategies", 7th Intern. Conf. on Parallel Problem Solving from Nature (PPSN 2002), Granada, Spain, Sept. 7-11, 2002.
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Bonataki E.T., Giannakoglou K.C., "An Automated Tool for Single- and Multi-objective Optimization for Designing Combined Cycle Gas Turbine Power Plants", 4th GRACM Conference on Computational Mechanics, Patras, June 27-29, 2002.
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Giotis A., Liakopoulos P., Koubogiannis D., Giannakoglou K.C., "A Fast GA-Based Data Partitioner for Use in Parallel CFD", Int. Conference EUROGEN 2001 – Evolutionary Methods for Design, Optimization and Control with Applications to Industrial Problems, Athens, Greece, Sept. 19-21, 2001.
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Zervogiannis T., Asouti V., Gagas K., Kaounis A., Giannakoglou K.C., "Inverse Design of Aerodynamic Shapes Using Ant Colony Optimization", 6th National Congress of Mechanics, Thessaloniki, July 2001.
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Giannakoglou K.C., "Design of Optimal Aerodynamic Shapes using Stochastic Optimization Methods and Computational Intelligence", accepted for publication in the International Review Journal Progress in Aerospace Sciences, 2001.
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Giannakoglou K.C., Giotis A.P., Karakasis M.K., "Low-Cost Genetic Optimization based on Inexact Pre-evaluations and the Sensitivity Analysis of Design Parameters", Inverse Problems in Engineering, Vol. 9, pp. 389-412, 2001.
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Giotis A.P., Emmerich M., Naujocs B., Giannakoglou K.C., Back T., "Low-Cost Stochastic Optimization for Engineering Applications", Int. Conference EUROGEN 2001 – Evolutionary Methods for Design, Optimization and Control with Applications to Industrial Problems, Athens, Greece, Sept. 19-21, 2001.
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Karakassis M.K., Giotis A.P., Giannakoglou K.C., "Efficient Genetic Optimization Using Inexact Information and Sensitivity Analysis. Application in Shape Optimization Problems", ECCOMAS Computational Fluid Dynamics Conference 2001, Swansea, Sept. 2001.
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Zervogiannis T., Assouti V., Gagas K., Kaounis A., Giannakoglou K.C., "Inverse Design of Aerodynamic Shapes Using Ant Colony Optimization", 6th National Congress of Mechanics, Thessaloniki, July 2001.
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Giannakoglou K.C., Giotis A.P., "Acceleration of Genetic Algorithms Using Artificial Neural Networks – Application of the Method", von Karman Institute Lectures Series on "Genetic Algorithms for Optimization in Aeronautics and Turbomachinery", May 15-19, 2000.
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Giannakoglou K.C., "Acceleration of Genetic Algorithms Using Artificial Neural Networks – Theoretical Background", von Karman Institute Lectures Series on "Genetic Algorithms for Optimization in Aeronautics and Turbomachinery", May 15-19, 2000.
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Giannakoglou K.C., "Acceleration of Genetic Algorithms Using Artificial Neural Networks – Theoretical Background", von Karman Institute Lectures Series on 'Genetic Algorithms for Optimization in Aeronautics and Turbomachinery', May 15-19, 2000
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Giannakoglou K.C., Giotis A.P., "Acceleration of Genetic Algorithms Using Artificial Neural Networks – Application of the Method", von Karman Institute Lectures Series on 'Genetic Algorithms for Optimization in Aeronautics and Turbomachinery', May 15-19, 2000.
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Theodoridis J., Giannakoglou K.C., Stafylopatis A., "Partitioning of unstructured Meshes using Boltzmann Machnine Neural Networks", Advances in Engineering Software, Vol. 31, pp. 445-451, 2000.
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Giannakoglou K.C., "Optimization and Inverse Design In Aeronautics: How to Couple Genetic Algorithms with Radial Basis Function Networks",EURODAYS 2000, Innovative Tools for Scientific Computation in Aeronautical Engineering, Paris, March 2000.
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Giotis A.P., Giannakoglou K.C., Periaux J., "A Reduced-Cost Multi-Objective Optimization Method Based on the Pareto Front Technique, Neural Networks and PVM", ECCOMAS 2000, European Congress on Computational Methods in Applied Sciences and Engineering, Barcelona, Sept. 2000.
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Giannakoglou K.C., Pappou T.I., Giotis A.P., Koubogiannis D.G., "A Parallel Inverse-Design Algorithm in Aeronautics Based on Genetic Algorithms and the Adjoint Method", ECCOMAS 2000, European Congress on Computational Methods in Applied Sciences and Engineering, Barcelona, Sept. 2000.
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Giannakoglou K.C., "Designing Turbomachinery Blades Using Evolutionary Methods", ASME Paper presented at the 44th ASME Gas Turbine & Aeroengine Congress, Indianapolis, IN, USA, June 7-10, 1999.
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Giotis A.P., Giannakoglou K.C., Mantel B., Periaux J., "Efficient Partitioning Methods for 3-D Unstructured Grids Using Genetic Algorithms", EUROGEN 99, Evolutionary Algorithms in Engineering and Computer Science, May 1999.
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Giotis A.P., Giannakoglou K.C., "Single- and Multi-Objective Airfoil Design Using Genetic Algorithms and Artificial Intelligence", EUROGEN 99, Evolutionary Algorithms in Engineering and Computer Science, May 1999.
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Giotis A.P., Giannakoglou K.C., "An Unstructured grid Partitioning Method Based on Genetic Algorithms" Advanced in Engineering Software, Vol. 29, No2, pp 129-138, 1998.
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Giannakoglou K.C., Giotis A.P., "Unstructured 3-D Grid Partitioning Methods Based on Genetic Algorithms", Proceedings of the 4th European Computational Fluid Dynamics Conference, ECCOMAS, (Mini-Symposium: "Impact of Evolutionary Computing in Flow Engineering"), Athens, Vol. 2, pp.186-191, Sept. 7-11, 1998.
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Giannakoglou K.C., "A Design Method for Turbine Blades using Genetic Algorithms on Parallel Computers", Proceedings of the 4th European Computational Fluid Dynamics Conference, ECCOMAS, Athens, Vol. 1, pp. 354-359, Sept. 7-11, 1998.
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Giannakoglou K.C., Freskos G.O., "A Design Method for Turbomachinery Cascades Using Genetic Algorithms", Proc. of the 5th National Congress on Mechanics, August 1998, Ioannina, Greece, pp. 314-321, August 1998