DAFHEA: a dynamic approximate fitness-based hybrid EA for optimisation problems
暂无分享,去创建一个
[1] P. Koumoutsakos,et al. Accelerating Evolutionary Algorithms Using Fitness Function Models , 2003 .
[2] Andy J. Keane,et al. Evolutionary optimization for computationally expensive problems using Gaussian processes , 2001 .
[3] Sung-Bae Cho,et al. An efficient genetic algorithm with less fitness evaluation by clustering , 2001, Proceedings of the 2001 Congress on Evolutionary Computation (IEEE Cat. No.01TH8546).
[4] Thomas J. Santner,et al. Design and analysis of computer experiments , 1998 .
[5] Bernhard Schölkopf,et al. A tutorial on support vector regression , 2004, Stat. Comput..
[6] Vassili Toropov,et al. Multiparameter structural optimization using FEM and multipoint explicit approximations , 1993 .
[7] R. H. Myers,et al. Response Surface Methodology: Process and Product Optimization Using Designed Experiments , 1995 .
[8] D. Ruppert. The Elements of Statistical Learning: Data Mining, Inference, and Prediction , 2004 .
[9] Alain Ratle,et al. Accelerating the Convergence of Evolutionary Algorithms by Fitness Landscape Approximation , 1998, PPSN.
[10] B. Dunham,et al. Design by natural selection , 1963 .
[11] Heekuck Oh,et al. Neural Networks for Pattern Recognition , 1993, Adv. Comput..
[12] Prabhat Hajela,et al. Topological optimization of rotorcraft subfloor structures for crashworthiness considerations , 1997 .
[13] Vladimir N. Vapnik,et al. The Nature of Statistical Learning Theory , 2000, Statistics for Engineering and Information Science.
[14] Bernhard Sendhoff,et al. On Evolutionary Optimization with Approximate Fitness Functions , 2000, GECCO.
[15] Khaled Rasheed,et al. Comparison Of Methods For Using Reduced Models To Speed Up Design Optimization , 2002, GECCO.
[16] Virginia Torczon,et al. Using approximations to accelerate engineering design optimization , 1998 .
[17] S. Pierret. Three-dimensional blade design by means of an artificial neural network and Navier-Stokes solver , 1999 .
[18] Bernhard Sendhoff,et al. A framework for evolutionary optimization with approximate fitness functions , 2002, IEEE Trans. Evol. Comput..
[19] K. Rasheed,et al. An incremental-approximate-clustering approach for developing dynamic reduced models for design optimization , 2000, Proceedings of the 2000 Congress on Evolutionary Computation. CEC00 (Cat. No.00TH8512).
[20] Yaochu Jin,et al. A comprehensive survey of fitness approximation in evolutionary computation , 2005, Soft Comput..