Abstract
Ship hull form optimization is a typical engineering optimization problem, involving a large number of design variables and constraints. In this optimization, the objective function and design variables are of hidden relationship due to its strong nonlinear phenomenon.
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References
Lin Y, Zhu Z, Ji Z, Dai Y (1997) Form description with function parameter [J]. Shipbuild China, 3:74–78
Jiang JS, He CX, Pan SH (2008). Optimization method [M]. South China University of Technology Press, Guangzhou
Xi Shao Lin, Zhao Feng Zhi (1983) Optimization method [M]. Shanghai Science and Technology Press, Shanghai
Xing Wen Xun, Xie Jin Xing (1999) Modern optimization method [M]. Tsinghua University Press, Beijing
Bei-yue Z, Guang-qi G (2001) Research of improving genetic algorithms based on niche technology [J]. J Yueyang Norm Univ (Natural Sciences), 14(4):18–21
Zhou GQ (1999) Practical discrete optimization approach for ship structures based on genetic algorithms [J]. Ship Technol Res, 46(3):179–188
Xuan GN, Cheng RW (2000) Genetic algorithm and engineering design [M]. Science Press, Beijing
Della Cioppa A, De Stefano C (2004) On the role of population size and niche radius in fitness sharing [J]. IEEE Trans Evol Comput 8(6):580–592
Vieira DAG, Adriano RLS (2004) Treating constraints as objectives in mul- tiobjective optimization problems using niche pareto genetic algorithm [J]. IEEE Trans Magn 3(40):1188–1191
Kim JK (2002) Niche genetic algorithm adopting restricted competition selection combined with pattern search method [J]. IEEE Trans Magn 38(2):1001–1004
Zhou Y-J, Wang L-Z (2006) An application of elitist model niche genetic algorithms in optimization of functions [J]. J Liuzhou Teachers College, 21(1):107–110
Xin X-J1, 2, Pan J3, Xiao G-Z (2005) New proxy signature scheme based on Schnorr signature scheme [J]. J Chongqing Univ Posts Telecommunications (Natural Science), 17(6): 721–724
Pereira CM, Sacco WF (2008) A parallel genetic algorithm with niching technique applied to a nuclear reactor core design optimization problem [J]. Prog Nuclear Energy, 1–7
Ke F, Li Y (2014) The forecasting method of landslides based on improved BP neural network [J]. Geotechnical Investigation Surveying, (8):55–60
Liu Y, Li R, Li C (2014) Application of BP neural network and support vector machine to the accumulated temperature interpolation [J]. J Arid Land Resources Environ 28(5):158–165
Gao Peng Yi (2012) Study on the optimization of backpropagation neural network classifier [D]. Huazhong University of Science and Technology, Wuhan
Wang HF, Zhao M, Meng G (2002) 3-D shape prediction and global approximate optimization of plastic ball grid array (PBGA) solder joints [J]. J Shanghai Jiaotong University, 36(6):829–833
Liu JH (2009) The research of basic theory and improvement on particle swarm optimization [D]. Central South University, Changsha
Li YL (2014) The study of particle swarm algorithm based on multi-objective optimization and its application [D]. Chengdu: Southwest Jiaotong University
Guang-yu G, Chen G, Li Y-X (2014) Fractional-order control of USV course based on improved PSO algorithm [J]. Syst Eng Electron 36(6):1146–1151
Lujia Z, Fang Z, Shan ZP (2001) The parameters of generator are identified by genetic algorithm and constrained variable scale optimization [J]. Hunan Electric Power, 21(3):5–7
Yin X (2015) Fundamental research on thermal reliability engineering design for cylinder head [D]. Zhejiang University, Zhejiang
Lai YY (2012) ISIGHT parameter optimization theory and examples [M]. Beijing University of Aeronautics and Astronautics Press, Beijing
Huang J-F, Wan S-L (2012) The parametric method of FRIENDSHIP hull form based on design feature [J]. Chin J Ship Res, 7(2):79–85
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© 2019 Shanghai Jiao Tong University Press, Shanghai and Springer Nature Singapore Pte Ltd.
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Zhang, BJ., Zhang, SL. (2019). Optimization Method and Optimization Platform. In: Research on Ship Design and Optimization Based on Simulation-Based Design (SBD) Technique. Springer, Singapore. https://doi.org/10.1007/978-981-10-8423-2_4
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DOI: https://doi.org/10.1007/978-981-10-8423-2_4
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