An archive maintenance scheme for finding robust solutions
作者： Johannes Kruisselbrink , Michael Emmerich , Thomas Bäck
DOI: 10.1007/978-3-642-15844-5_22
关键词: Mathematical optimization 、 Latin hypercube sampling 、 Data mining 、 Robustness (computer science) 、 Mathematics
摘要: … information about the robustness of candidate solutions. Experiments on … can be used for accurate local search for robust solutions. … in genetic algorithms for searching robust solutions. …
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sci-hub.st 参考文章(13)
S. Tsutsui, A comparative study on the effects of adding perturbations to phenotypic parameters in genetic algorithms with a robust solution searching scheme systems man and cybernetics. ,vol. 3, pp. 585- 591 ,(1999) , 10.1109/ICSMC.1999.823278
Jürgen Branke, Creating robust solutions by means of evolutionary algorithms Lecture Notes in Computer Science. pp. 119- 128 ,(1998) , 10.1007/BFB0056855
Shigeyoshi Tsutsui, Ashish Ghosh, Effects of Adding Perturbations to Phenotypic Parameters in Genetic Algorithms for Searching Robust Solutions Natural Computing Series. pp. 351- 365 ,(2003) , 10.1007/978-3-642-18965-4_13
Hans-Georg Beyer, Evolutionary algorithms in noisy environments: theoretical issues and guidelines for practice Computer Methods in Applied Mechanics and Engineering. ,vol. 186, pp. 239- 267 ,(2000) , 10.1016/S0045-7825(99)00386-2
R. J. Beckman, M. D. McKay, W. J. Conover, A comparison of three methods for selecting values of input variables in the analysis of output from a computer code Technometrics. ,vol. 42, pp. 55- 61 ,(2000) , 10.2307/1271432
Nikolaus Hansen, Andreas Ostermeier, Completely Derandomized Self-Adaptation in Evolution Strategies Evolutionary Computation. ,vol. 9, pp. 159- 195 ,(2001) , 10.1162/106365601750190398
Yew-Soon Ong, Prasanth B Nair, Kai Yew Lum, Max-min surrogate-assisted evolutionary algorithm for robust design IEEE Transactions on Evolutionary Computation. ,vol. 10, pp. 392- 404 ,(2006) , 10.1109/TEVC.2005.859464
S. Tsutsui, A. Ghosh, Genetic algorithms with a robust solution searching scheme IEEE Transactions on Evolutionary Computation. ,vol. 1, pp. 201- 208 ,(1997) , 10.1109/4235.661550
Dirk Wiesmann, Ulrich Hammel, Thomas Back, Robust design of multilayer optical coatings by means of evolutionary algorithms IEEE Transactions on Evolutionary Computation. ,vol. 2, pp. 162- 167 ,(1998) , 10.1109/4235.738986
H.-G. Beyer, B. Sendhoff, Evolution Strategies for Robust Optimization ieee international conference on evolutionary computation. pp. 1346- 1353 ,(2006) , 10.1109/CEC.2006.1688465