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Original Articles

A structural weight estimation model of FPSO topsides using an improved genetic programming method

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Pages 43-55 | Received 02 Jun 2015, Accepted 21 Sep 2015, Published online: 16 Nov 2015

References

  • Alhejali AM, Lucas SM. 2013. Using genetic programming to evolve heuristics for a Monte Carlo Tree Search Ms Pac-Man agent. Paper presented at: 2013 IEEE conference on Computational Intelligence in Games (CIG); Niagara Falls, ON, Canada.
  • Banzhaf W, Nordin P, Keller RE, Francone FD. 1997. Genetic programming: an introduction: on the automatic evolution of computer programs and its applications (The Morgan Kaufmann Series in Artificial Intelligence). 1st ed. San Francisco (CA): Morgan Kaufmann.
  • Bolding A. 2001. Bulk factor method estimates FPSO: topsides weight. Oil Gas J. 99:49–53.
  • Charhate SB, Deo MC, Londhe SN. 2009. Genetic programming for real-time prediction of offshore wind. Ships Offshore Struct. 4:77–88.
  • Clarkson. 2012. The mobile offshore production units register 2012. 10th ed. London (UK): Clarkson.
  • Dallal GE. 2012. The little handbook of statistical practice [Internet]. [cited 2012 December 31]. Available from: http://www.jerrydallal.com/LHSP/LHSP.HTM
  • Gaur S, Deo MC, 2008. Real-time wave forecasting using genetic programming. Ocean Eng. 35:1166–1172.
  • Goodman SN. 1999. Toward evidence-based medical statistics. 1: the p value fallacy. Ann Int Med. 130:995–1004.
  • Ha S, Seo SH, Roh MI, Shin HK. 2015. Simplified nonlinear model for the weight estimation of FPSO plant topside using the statistical method. Ships Offshore Struct. doi:10.1080/17445302.2015.1038870.
  • Hwang JH. 2013. Selection of optimal liquefaction process system considering offshore module layout for LNG FPSO at FEED stage [Ph.D. thesis]. [Seoul (Korea)]: Seoul National University.
  • Hussin H, Hashim FM, Mokhtar AA. 2012. Systematic approach to maintainability analysis at operational phase. J Appl Sci. 12:2562–2567.
  • Kaiser MJ, Snyder BF. 2013. Empirical models of jackup rig lightship displacement. Ships Offshore Struct. 8:468–476.
  • Kaiser MJ, Snyder BF. 2014. Offshore wind structure weight algorithms. Ships Offshore Struct. 9:551–556.
  • Kerneur J. 2010. 2010 Worldwide survey of FPSO units. Houston (TX): Offshore Magazine.
  • Koike K, Minoura M. 2011. Application of a statistical prediction method of ship performance by using onboard measurement data. J Jpn Soc Nav Arch Ocean Eng. 13:51–58.
  • Koza JR. 1992. Genetic programming: on the programming of computers by means of natural selection. Cambridge (MA): MIT Press.
  • Koza JR. 1994. Genetic programming. II. Automatic discovery of reusable programs. Cambridge (MA): MIT Press.
  • Koza JR, Bennett FH, Andre D, Keane MA, Dunlap F. 1997. Automated synthesis of analog electrical circuits by means of genetic programming. IEEE Trans Evol Comput. 1:109–128.
  • Lee KY, Roh MI, Cho SH. 2001. Multidisciplinary design optimization of mechanical systems using collaborative optimization approach. Int J Veh Des. 25:353–368.
  • Spector L, Barnum H, Bernstein HJ, Swamy, N. 1998. Genetic programming for quantum computers. Genet Program. 365–373.
  • Takač A. 2003. Genetic programming in data mining: cellular approach [Master's thesis]. [Bratislava (Slovakia)]: Physics and Informatics Comenius University.
  • Vidal T, Crainic TG, Gendreau M, Lahrichi N, Rei W. 2012. A hybrid genetic algorithm for multidepot and periodic vehicle routing problems. Oper Res. 60:611–624.
  • Wagner M, Neumann F, Urli T. 2015. On the performance of different genetic programming approaches for the SORTING problem. Evol Comput. doi:10.1162/EVCO_a_00149.

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