Open Access

Multi-objective optimization of high speed vehicle-passenger catamaran by genetic algorithm: Part II Computational simulations

Abraham, A., Jain, L. and Goldberg, R., 2005. Evolutionary Multiobjective Optimization. Springer.10.1007/1-84628-137-7Search in Google Scholar

Back, T., 1996. Evolutionary Algorithms in Theory and Practice. Oxford University Press, New York.10.1093/oso/9780195099713.003.0007Search in Google Scholar

Binh, T. T. and Korn, U., 1997. MOBES: A Multiobjective Evolution Strategy for Constrained Optimization Problems. In: The Third International Conference on Genetic Algorithms (Mendel 97), 25-27 June 1997, Brno, Czech Republic, 176-182.Search in Google Scholar

Darwin, Ch., 1859. Origin of Species. John Murray, London.Search in Google Scholar

Coello Coello, C. A., Lamont, G. B. and Veldhuizen, D. A., 2007. Evolutionary Algorithms for Solving Multi-objective Problems. Springer.Search in Google Scholar

Cohon, J. L., 1978. Multiobjective Programming and Planning. New York, Academic Press.Search in Google Scholar

Coley, D. A., 1999. An Introduction to Genetic Algorithms for Scientists and Engineers. World Scientific, Singapore.10.1142/3904Search in Google Scholar

Das, P. K., 1993. Reliability - Based Design Procedure of Stiffened Cylinder Using Multiple Criteria Optimisation Techniques. In: Proceedings of Offshore Technology Conference, OTC 1993, Vol. 3, No. 7236, 297-313.10.4043/7236-MSSearch in Google Scholar

Das, P. K., Tolikas, C., Morandi, A. C., Zanic, V. and Warren, N. F., 1993. Multiple Criteria Synthesis Technique Applied to the Reliabilty Based Structural Design of Hull Components of A Fast Swath Ship. In: Proceedings of Second International Conference on Fast Sea Transportation, FAST '93, Japan, Tokyo, Vol. 1, 473-487.Search in Google Scholar

Davis, L. 1991. Handbook of Genetic Algorithms. New York: Van Nostrand.Search in Google Scholar

De Jong, K., 1995. On Decentralizing Selection Algorithms. In: Proceedings of the Sixth International Conference on Genetic Algorithms, 15-19 July 1995, Pittsburgh, PA, USA, Morgan Kaufmann Publishers, San Francisco, 17-23.Search in Google Scholar

Deb, K., 2001. Multi-Objective Optimization using Evolutionary Algorithms. John Wiley & Sons.Search in Google Scholar

Deb, K., Agrawal, S., Pratab, A. and Meyarivan, T., 2000. A Fast Elitist Non-Dominated Sorting Genetic Algorithm for Multi-Objective Optimization: NSGA-II. KanGAL Report 200001, Indian Institute of Technology, Kanpur, India.10.1007/3-540-45356-3_83Search in Google Scholar

Edgeworth, F. Y., 1881. Mathematical Physics: An Essay on the Application of Mathematics to the Moral Sciences. Paul Keagan, London, England.Search in Google Scholar

Eschenauer, H., Koski, J. and Osyczka, A., 1990. Multicriteria Design Optimisation. Berlin: Springer-Verlag, Berlin.10.1007/978-3-642-48697-5Search in Google Scholar

Fonseca, C. M. and Fleming, P. J., 1993. Genetic Algorithms for Multiobjective Optimization: Formulation, Discussion and Generalization. In: 5th International Conference on Genetic Algorithms, Proceedings, 416-423.Search in Google Scholar

Fonseca, C. M. and Fleming, P. J., 1996. On the Performance Assessment and Comparison of Stochastic Multiobjective Optimizers. In: Parallel Problem Solving from Nature - PPSN IV, September 1996, Berlin, Germany, Lecture Notes in Computer Science, Springer-Verlag, Berlin, Germany, 585-593.10.1007/3-540-61723-X_1022Search in Google Scholar

Fonseca, C. M., Knowles, J. D., Thiele, L. and Zitzler, E., 2005. A Tutorial on the Performance Assessment of Stochastic Multiobjective Optimizers. Invited talk. In: Evolutionary Multi-Criterion Optimization Conference (EMO 2005), 9-11 March 2005, Guanajuato, Mexico, Lecture Notes in Computer Science 3410, Springer 2005Search in Google Scholar

Fox, R. L., 1971. Optimization Methods for Engineering Design. Addison-Wesley Publishing Company, Inc., Reading.Search in Google Scholar

Goldberg, D. E., 1989. Genetic Algorithms in Search, Optimization and Machine Learning. Addison-Wesley Longman Publishing Co., Inc. Boston, MA, USA.Search in Google Scholar

Goldberg, D. E. and Deb K., 1991. A Comparative Analysis of Selection Schemes Used in Genetic Algorithms. In: Foundations of Genetic Algorithms. Morgan Kaufmann Publishers, San Mateo, 69-93.10.1016/B978-0-08-050684-5.50008-2Search in Google Scholar

Hajela, P. and Lin, C. Y., 1992. Genetic Search Strategies in Multicriterion Optimal Design. Structural Optimization, 4: 99-107.10.1007/BF01759923Search in Google Scholar

HANSA, 1997. Polish fast ferry "Boomerang". 6:26-29.Search in Google Scholar

Hansen, M. P. and Jaszkiewicz, A., 1998. Evaluating the quality of approximations of the non-dominated set. Technical report, Institute of Mathematical Modeling, Technical University of Denmark, IMM Technical Report IMM-REP-1998-7.Search in Google Scholar

Horn, J., Nafpliotis, N. and Goldberg, D. E., 1994. A Niched Pareto Genetic Algorithm for Multiobjective Optimization. In: First IEEE Conference on Evolutionary Computation, IEEE World Congress on Computational Intelligence, 1: 82-87.Search in Google Scholar

Hughes, E. J., 2003. Multiple Single Objective Sampling. In: Proceedings of 2003 Congress on Evolutionary Computation, CEC 2003, 8-12 December 2003, Canberra, Australia, 2678-2684.Search in Google Scholar

Hughes, E. J., 2005. Evolutionary Many-objective Optimization: Many Once or One Many? In: Proceedings of 2005 Congress of Evolutionary Computation, CEC 2005, 2-4 September 2005, Edinbourgh, Scotland, UK, IEEE Press, 222-227.Search in Google Scholar

Hutchinson, K., Todd, D. and Sen, P., 1998. An evolutionary multiple objective strategy for the optimisation of made-to-order products with special reference to the conceptual design of high speed mono hull roll-on/roll-off passenger ferries. In: Proceedings of International Conference of Royal Institution of Naval Architects.Search in Google Scholar

Ishibuchi, H. and Murata, T., 1996. Multi-objective genetic local search algorithm. In: Proceedings of IEEE International Conference on Evolutionary Computation (ICEC'96), Piscataway, NJ, IEEE Press, 119-124.Search in Google Scholar

Jang, C. D. and Shin, S. H., 1997. A Study on the Optimal Structural Design for Oil Tankers Using Multi Objective Optimization. In: Proceedings of 6th International Marine Design Conference, IMDC'97, Newcastle, 23-25 June 1997, University of Newcastle, United Kingdom, Vol. 1, Penshaw Press, 217-231.Search in Google Scholar

Jaszkiewicz, A., 2004. On the Computational Efficiency of Multiple Objective Metaheuristics: The Knapsack Problem Case Study. European Journal of Operational Research, 158:418-433.10.1016/j.ejor.2003.06.015Search in Google Scholar

Jianguo. W. and Zuoshui. X., 1996. Symmetric Solution of Fuzzy Multi-Objective Optimization for Ship Structure. Journal East China Shipbuilding Institute, 10(1): 1-7.Search in Google Scholar

Kitamura, M., Nobukawa, H. and Yang, F., 2000. Application of a genetic algorithm to the optimal structural design of a ship's engine room taking dynamic constraints into consideration. Journal of Marine Science and Technology, Vol. 5, 131-146.10.1007/s007730070010Search in Google Scholar

Klanac, A., Ehlers, S. and Jelovica, J., 2009. Optimization of crashworthy marine structures. Marine Structures, Vol. 22, 670-690.10.1016/j.marstruc.2009.06.002Search in Google Scholar

Knowles, J. and Corne. D., 1999. The Pareto Archived Evolution Strategy: a New Baseline Algorithm for Multiobjective Optimisation. In: 1999 Congress on Evolutionary Computation, CEC99, Washington, D. C., 6-9 July 1999, IEEE Service Center, 98-105.Search in Google Scholar

Knowles, J. D., Thiele, L. and Zitzler, E., 2006. A tutorial on the Performance Assessment of Stochastic Multiobjective Optimizers. Computer Engineering and Networks Laboratory, ETH Zurich, Switzerland, TIK-Report No. 214.Search in Google Scholar

Kursawe, F., 1991. A variant of evolution strategies for vector optimization. In: Proceedings of the 1st Workshop on Parallel Problem Solving from Nature (PPSN I), 1-3 October 1990, Dortmund, Berlin, Springer-Verlag, 1991, 193-197.10.1007/BFb0029752Search in Google Scholar

Leyland, G., 2002. Multi-objective Optimization Applied to Industrial Energy Problems. PhD Thesis, École Polytechnique Fédérale de Lausanne.Search in Google Scholar

Man, K. F., Tang, K. S. and Kwong, S., 1999. Genetic Algorithms. Springer-Verlag, London.10.1007/978-1-4471-0577-0Search in Google Scholar

Michalewicz, Z., 1996. Genetic Algorithms + Data Structures = Evolution Programs. Berlin-Heidelberg: Springer-Verlag.10.1007/978-3-662-03315-9Search in Google Scholar

Murata, T. and Ishibuchi, H., 1995. MOGA: Multi-objective genetic algorithms. In: Proceedings of the Second IEEE International Conference on Evolutionary Computation, 289-294. In Proceedings of the Second IEEE International Conference on Evolutionary Computation, IEEE Press, 289-294.Search in Google Scholar

Okada, T. and Neki, I., 1992. Utilization of Genetic Algorithm for Optimizing the Design of Ship Hull Structure. Journal of the Society of Naval Architect of Japan, 171: 71-83.10.2534/jjasnaoe1968.1992.259Search in Google Scholar

Osyczka, A., 2002. Evolutionary Algorithms for Single and Multicriteria Design Optimization. Heidelberg: Physica-Verlag.Search in Google Scholar

Pareto, V., 1896. Cours D'Economie Politique, Volume 1. Lausanne: F. Rouge.Search in Google Scholar

Parsons, M. G. and Singer, D., 2000. A Fuzzy Logic Agent for Design Team Communications and Negotiations. In: Conference on Computer Applications and Information Technology in the Maritime Industries, COMPIT 2000, March 2000, Potsdam/Berlin.Search in Google Scholar

Purshouse, R. C. and Fleming, P. J., 2003. Evolutionary Many-Objective Optimization: An Exploratory Analysis. In: Proceedings of 2003 Congress on Evolutionary Computation, CEC2003, 8-12 Dec 2003, Canberra, Australia, IEEE, Piscataway, N. J., USA, 2066-2073.Search in Google Scholar

Ray, T. and Sha, O. P., 1994. Multicriteria Optimisation Model for a Containership Design. Marine Technology, 31(4): 258-268.10.5957/mt1.1994.31.4.258Search in Google Scholar

Reklaitis, G. V., Ravindran, A. and Ragsdell, K. M., 1983. Engineering Optimization. Methods and Applications. New York: John Wiley and Sons, New York.Search in Google Scholar

Ryan, D. M., 1974. Penalty and Barrier Functions. In: P. E. Gill and W. Murray (Eds.) Numerical Methods for Constrained Optimization, Academy Press, London.Search in Google Scholar

Sarker, R. and Coello Coello, C. A., 2002. Evolutionary Optimization, Chapter 7, Assessment methodologies for multiobjective evolutionary algorithms. In: R. Sarker, M. Mohammadian, X. Yao (Editors) Evolutionary Optimization, Academic Publishers, Boston, 177-195.10.1007/0-306-48041-7_7Search in Google Scholar

Sarker, R., Mohammadian, M. and Yao, X., (Eds.), 2002. Evolutionary Optimization, Part III, Multi-objective Optimization. Boston: Kluwer Academic Publishers.10.1007/b101816Search in Google Scholar

Schaffer, J. D., 1985. Multiple Objective Optimization with Vector Evaluated Genetic Algorithms. In: Proceedings of an International Conference on Genetic Algorithms and Their Applications, 24-26 July 1985, Carnegie-Mellon University, Pittsburgh, Pa, 93-100.Search in Google Scholar

Sekulski, Z., 2010. Multi-objective topology and size optimization of high-speed vehicle-passenger catamaran structure by genetic algorithm. Marine Structures, Vol. 23, 405-433.10.1016/j.marstruc.2010.10.001Search in Google Scholar

Sen, P. and Yang, J. B., 1995. An Investigation Into the Influence of Preference Modelling in Ship Design with Multiple Objectives. In: Proceedings, PRADS '95, Vol. 2, Society of Naval Architecture of Korea, 1252-1263.Search in Google Scholar

Sen, P. and Yang, J. B., 1998. Multiple Criteria Decision Support in Engineering. London: Springer-Verlag.10.1007/978-1-4471-3020-8Search in Google Scholar

Shi, W. B., 1992. In-Service Assessment of Ship Structures: Effect of General Corrosion on Ultimate Strength. In: Spring Meteting, RINA.Search in Google Scholar

Significant Ships, 1997. Boomerang: catamaran ferry for Baltic Service, 21-21.Search in Google Scholar

Srinivas, N. and Deb, K., 1995. Multiobjective Optimization Using Nondominated Sorting in Genetic Algorithms. Evolutionary Computation, 2(3): 221-248.10.1162/evco.1994.2.3.221Search in Google Scholar

Stadler, W., 1988. Multiobjective Optimization in Engineering and in the Sciences. New York: Plenum Press.Search in Google Scholar

Statnikov, R. B. and Matosov, J. B., 1995. Multicriteria Optimization and Engineering. New York: Chapman&Hall.10.1007/978-1-4615-2089-4Search in Google Scholar

Trincas, G., Zanic, V. and Grubisic, I., 1994. Comprehensive Concept Design of Fast RO-RO Ships by Multi-Atribute Decision-Making. In: Proceedings, IMDC '94, Delft, 403-417.Search in Google Scholar

UNITAS, 1995. Rules for the Construction and Classification of High Speed Craft.Search in Google Scholar

Vanderplaats, G. N., 1984. Numerical Optimization Techniques for Engineering Designs. New York: McGraw-Hill.Search in Google Scholar

Veldhuizen Van, D. A., 1999. Multiobjective Evolutionary Algorithms: Classifications, Analyses, and New Innovations. Ph. D. thesis, Air Force Institute of Technology, Wright-Patterson AFB, Ohio.Search in Google Scholar

Veldhuizen Van, D. A. and Lamont, G. B., 2000. On measuring multiobjective evolutionary algorithm performance. In: A. Zazala, R. Eberhart (Eds.) Congress on Evolutionary Computation (CEC 2000), vol. 1, Piscataway, NY, IEEE Press, 204-211.Search in Google Scholar

Zitzler, E., 1999. Evolutionary Algorithms for Multiobjective Optimization: Methods and Applications. Disertation for degree of Doctor of Technical Sciences, Swiss Federal Institute of Technology Zurych.Search in Google Scholar

Zitzler, E., Deb, K. and Thiele, L., 1999. Comparison of Multiobjective Evolutionary Algorithms: Empirical Results. TIK-Report, No. 70, Computer Engineering and Communication Networks Lab, Swiss Federal Institute of Technology, Zurych, Switzerland.Search in Google Scholar

Zitzler, E., Deb, K. and Thiele, L., 2000. Comparison of multiobjective evolutionary algorithms: Empirical results. Evolutionary Computation, 8(2): 173-195.10.1162/10636560056820210843520Search in Google Scholar

Zitzler, E., Laumanns, M. and Bleuler, S., 2002. A tutorial on evolutionary multiobjective optimization. In Workshop on multiple objective metaheuristics (MOMH 2002), Springer-Verlag, Berlin.Search in Google Scholar

Zitzler, E., Laumanns, M. and Thiele, L., 2001. SPEA-2: Improving the Strength Pareto Evolutionary Algorithm. Evolutionary Methods for Design. In: Proceedings of the EUROGEN'2001 Conference on Optimization and Control with Applications to Industrial Problems, 19-21 September 2001, International Center for Numerical Methods in Engineering, Greece, p. 95-100.Search in Google Scholar

Zitzler, E. and Thiele, L., 1998. Multiobjective Optimization Using Evolutionary Algorithms - A Comparative Case Study. In: Parallel Problem Solving from Nature - PPSN, Amsterdam, 292-301.10.1007/BFb0056872Search in Google Scholar

Zitzler, E. and Thiele, L., 1998. Multiobjective Optimization Using Evolutionary Algorithms - A Comparative Case Study. In: Proceedings of the PPSN V - Fifth International Conference on Parallel Problem Solving from Nature, Amsterdam, The Netherlands, 27-30 September 1998, Springer, Berlin, Germany, 292-301.10.1007/BFb0056872Search in Google Scholar

Zitzler, E. and Thiele, L., 1999. Multiobjective Evolutionary Algorithms: A Comparative Case Study and Strength Pareto Approach. IEEE Transactions on Evolutionary Computation, 3(4): 257-271.10.1109/4235.797969Search in Google Scholar

Zitzler, E. and Thiele, L., Laumanns, M., Fonseca, C. M., Grunert da Fonseca V., 2002. Performance Assessment of Multiobjective Optimizers: An Analysis and Review. TIK-Report No. 139, Swiss Federal Institute of Technology (ETH) Zurich, Switzerland.Search in Google Scholar

Zitzler, E., Thiele, L., Laumanns, M., Fonseca, C. M. and Grunert da Fonseca V., 2003. Performance Assessment of Multiobjective Optimizers: An Analysis and Review. IEEE Transactions on Evolutionary Computation, 7(2):117-132.10.1109/TEVC.2003.810758Search in Google Scholar

ISSN:
1233-2585
Language:
English
Publication timeframe:
4 times per year
Journal Subjects:
Engineering, Introductions and Overviews, other, Geosciences, Atmospheric Science and Climatology, Life Sciences