High-fidelity models and multiobjective global optimization algorithms in simulation-based design

Journal of Ship Research

Volumn 49, Issue 3, 2005, Pages 159-175

  Peri, Daniele ^a   Campana, Emilio F ^a  

^a ITALIAN SHIP MODEL BASIN   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

APPROXIMATION THEORY; COMPUTER SIMULATION; DECISION MAKING; FUNCTIONS; GLOBAL OPTIMIZATION; NAVIER STOKES EQUATIONS; REYNOLDS NUMBER; SHIPS; STRUCTURAL DESIGN;

HIGH-FIDELITY MODELS; MULTIOBJECTIVE GLOBAL OPTIMIZATION ALGORITHMS; MULTIOBJECTIVE OPTIMIZATION;

ALGORITHMS;

EID: 27144510201     PISSN: 00224502     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (45)

1. ALEXANDROV, N. M., 1996 A trust region framework for managing approximation models in engineering optimization, Proceedings, 6th AIAA/ NASA/ISSMO Symposium on Multidisciplinary Analysis and Optimization, September 4-6, Bellevue, WA, AIAA-96-4102.
2. ALEXANDROV, N. M., DENNIS, J. E., LEWIS, R. M., AND TORCZON, V. 1998 A trust region framework for managing the use of approximation models in optimization, Journal of Structural Optimization, 15, 1, 16-23.
3. ALEXANDROV, N. M., LEWIS, R. M., GUMBERT, C. R., GREEN, L. L., AND NEWMAN, P. A. 2000 Optimization with variable-fidelity models applied to wing design, 38th Aerospace Sciences Meeting and Exhibit, January, Reno, NV, AIAA 2000-0841.
4. BARTHELEMY, J.-F. M., AND HAFTKA, R. T. 1993 Approximation concepts for optimum structural design - a review, Structural Optimization, 5, 129-144.
5. BASSANINI, P., BULGARELLI, U., CAMPANA, E. F., AND LALLI, F. 1994 The wave resistance problem in a boundary integral formulation, Surveys on Mathematics for Industry, 4, 151-194.
6. BECKER, R. W., AND LAGO, G. V. 1970 A global optimization algorithm, Proceedings, 8th Allerton Conference on Circuits and Systems Theory, October, Monticello, IL, 3-12.
7. CHANG, K. J., HAFTKA, R. T., GILES, G. L., AND KAO, P.-J. 1993 Sensitivity-based scaling for approximating structural response, Journal of Aircraft, 30, 2, 283-288.
8. CHENG, B., AND TITTERINGTON, D. M. 1994 Neural networks: a review from a statistical perspective, Statistical Science, 9, 2-54.
9. DI MASCIO, A., BROGLIA, R., AND FAVINI, B. 2000 A second-order Godunov-type scheme for naval hydrodynamics, in Godunov, editor, Methods: Theory and Application, Kluwer Academic/Plenum, Singapore, 253-262.
10. DIXON, L. C. W., and SZEGÖ, G. P. 1975 Towards Global Optimization, North-Holland, Amsterdam.
11. GIERING, R., AND KAMNSKI, T. 1998 Recipes for adjoint code construction, ACM Transactions on Math Software, 24, 4, 437-474.
12. GIERING, R., KAMINSKI, T., AND SLAWIG, T. 2005 Applying TAP to a Navier-Stokes solver that simulates an Euler flow around an airfoil, Future Generation Computer Systems, Elsevier, Amsterdam, in press.
13. GIUNTA, A. A. 1997 Aircraft Multidisciplinary Design Optimization Using Design of Experiments Theory and Response Surface Modeling Methods, MAS Center Report 97-05-01, Virginia Polytechnic Institute and State University, Blacksburg, VA.
14. GIUNTA, A. A., BALABANOV, V., KAUFMAN, M., BURGEE, S., GROSSMAN, B., HAFTKA, R. T., MASON, W. H., AND WATSON, L. T. 1997 Variable-complexity response surface design of an HSCT configuration, in Alexandrov, N. M., and Hussaini, M. Y., editors, Multidisciplinary Design Optimization, SIAM, Philadelphia, PA, 348-367.
15. HEDAYAT, A. S., SLOANE, N. J. A., AND STUFKEN, J. 1999 Orthogonal Arrays: Theory and Applications, Springer Series in Statistics, Springer-Verlag, Berlin, Germany.
16. HINO, T., KODAMA, Y., AND HIRATA, N. 1998 Hydrodynamic shape optimization of ship hull forms using CFD, Proceedings, Third Osaka Colloquium on Advanced CFD Applications to Ship Flow and Hull Form Design, Osaka Prefecture University and Osaka University, May, Japan.
17. HORST, R., AND PARDALOS, P. M. 1994 Handbook of Global Optimization, Kluwer, Dordrecht.
18. IWASHITA, H., NECHITA, M., COLAGROSSI, A., LANDRINI, M., AND BERTRAM, V. 2000 A critical assessment of potential flow models for ship seakeeping, Proceedings, Osaka Colloquium on Seakeeping, October, Osaka, Japan, pp. 37-64.
19. JAMESON, A. 1988 Aerodynamic design via control theory, Journal of Scientific Computing, 3, 233-260.
20. JIN, R., CHEN, W., AND SIMPSON, T. W. 2001 Comparative studies of metamodelling techniques under multiple modelling criteria, Structural Multidisciplinary Optimization, 23, 1-13.
21. KLEIJNEN, J. P. C. 1987 Statistical Tools for Simulation Practitioners, Marcel Dekker, New York.
22. KNILL, D. L., GIUNTA, A. A., BAKER, C. A., GROSSMAN, B., MASON, W. H., HAFTKA, R. T., AND WATSON, L. T. 1999 Response surface models combining linear and Euler aerodynamics for supersonic transport design, Journal of Aircraft, 36, 1, 75-86.
23. LARSSON, L., STERN, F., AND BERTRAM, V. 2003 Benchmarking of computational fluid dynamics for ship flows: the Gothenburg 2000 Workshop, JOURNAL OF SHIP RESEARCH, 47, 1, 63-81.
24. MIETTINEN, K. M. 1999 Nonlinear Multiobjective Optimization, Kluwer Academic Publisher, Boston.
25. MINAMI, Y., AND HINATSU, M. 2002 Multi objective optimization of ship hull form design by response surface methodology, Proceedings, 24th Symposium on Naval Hydrodynamics, July, Fukuoka, Japan.
26. MYERS, R. H., AND MONTGOMERY, D. C. 1995 Response Surface Methodology, Wiley, New York.
27. NEWMAN III, J. C., PANKAJAKSHAN, R., WHITFIELD, D. L., AND TAYLOR, L. K. 2002 Computational design optimization using RANS, Proceedings, 24th Symposium on Naval Hydrodynamics, July, Fukuoka, Japan.
28. PARETO, V. 1906 Manuale di economia politico, Società editrice libraria, Milano, Italy;
29. also in Manual of Political Economy, The MacMillan Press Ltd, New York, 1971.
30. PERI, D., AND CAMPANA, E. F. 2003a High fidelity models in the multi-disciplinary optimization of a frigate ship, Proceedings, 2nd MIT Conference on Fluid and Solid Mechanics, June, Cambridge, MA.
31. PERI, D., AND CAMPANA, E. F. 2003b Multidisciplinary design optimization of a naval surface combatant, JOURNAL OF SHIP RESEARCH, 47, 1, 1-12.
32. PERI, D., CAMPANA, E. F., AND DI MASCIO, A. 2001b Development of CFD-based design optimization architecture, Proceedings, 1st MIT Conference on Fluid and Solid Mechanics, June, Cambridge, MA.
33. PERI, D., ROSSETTI, M., AND CAMPANA, E. F. 2001 a Design optimization of ship hulls via CFD techniques, JOURNAL OF SHIP RESEARCH, 45, 2, 140-149.
34. PIRONNEAU, O. 1984 Optimal Shape Design for Elliptic Systems, Springer-Verlag, New York.
35. POWELL, M. J. D. 1987 Radial basis functions for multivariable interpolation: a review, in Mason, J. C., and Cox, M. G., editors, Algorithms for Approximation, Clarendon Press, Oxford.
36. SMITH, M. 1993 Neural Networks for Statistical Modeling, Von Nostrand Reinhold, New York.
37. SOBIESZCANSKI-SOBIESKI, J., AND HAFTKA, R. T. 1997 Multidisciplinary aerospace design optimization: survey of recent developments, Structural Optimization, 14, 1-23.
38. SOLOMATINE, D. P. 1999 Two strategies of adaptive cluster covering with descent and their comparison to other algorithms, Journal of Global Optimization, 14, 1, 55-78.
39. STERN, F., WILSON, R., LONGO, J., CARRICA, P., XING, T., TAHARA, T., SIMONSEN, C., KIM, J., SHAO, J., IRVINE, M., KANDYSAMY, M., GOSH, S., AND WEYMOUTH, G. 2003 Paradigm for development of simulation based design for ship hydrodynamics, Proceedings, 3rd International Conference: Navy and Shipbuilding Nowadays (NSN'2003), Krylov Shipbuilding Research Institute, June, St. Petersburg, Russia.
40. STATNIKOV, R. B., AND MATUSOV, J. B. 1995 Multicriteria Optimization and Engineering, Chapman and Hall, New York.
41. TAHARA, Y., AND HIMENO, Y. 1998 An application of computational fluid dynamics to tanker hull form optimization problem, Proceedings, 3rd Osaka Colloquium on Advanced CFD Applications to Ship Flow and Hull Form Design, Osaka Prefecture University and Osaka University, May, Japan.
42. TAHARA, Y., PATTERSON, E., STERN, F., AND HIMENO, Y. 2000 Flow- and wave-field optimization of surface combatants using CFD-based optimization methods, Proceedings, 23rd ONR Symposium on Naval Hydrodynamics, September, Val de Reuil, France.
43. THOMAS, J. P., HALL, K. C., AND DOWELL, E. H. 2003 A discrete adjoint approach for modeling unsteady aerodynamic design sensitivities, Proceedings, 41st Aerospace Science Meeting and Exhibit, January, Reno, NV.
44. TÖRN, A. A., AND ŽILINSKAS, A. 1989 Global Optimization, Springer-Verlag, Berlin, Germany.
45. VALORANI, M., PERI, D., AND CAMPANA, E. F. 2003 Sensitivity analysis methods to design optimal ship hulls, Optimization and Engineering, 4, 337-364.