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J-GLOBAL ID:201902260371770694   Reference number:19A1696386

Proposal of an effective approach for an optimization problem with many variables under strictly limiting the number of function call

厳しい計算回数制限下における多変数最適化問題への効果的アプローチの提案
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Volume:Issue:Page: 93-102(J-STAGE)  Publication year: 2019 
JST Material Number: U0291A  ISSN: 2185-7385  Document type: Article
Article type: 原著論文  Country of issue: Japan (JPN)  Language: JAPANESE (JA)
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System optimization methods  ,  Theory of computation  ,  Artificial intelligence 
Reference (26):
  • [Brest 06] Brest, J., Greiner, S., Boskovic, B., Mernik, M., and Zumer, V.: Self-Adapting Control Parameters in Differential Evolution: A Comparative Study on Numerical Benchmark Problems, Trans. Evol. Comp, Vol. 10, No. 6, pp. 646-657, 2006.
  • [Com 17] http://is-csse-muroran.sakura.ne.jp/ec2017/EC2017compe.html , 2017.
  • [Das 11] Das, S. and Suganthan, P. N.: Differential evolution: a survey of the state-of-the-art, IEEE transactions on evolutionary computation, Vol. 15, No. 1, pp. 4-31, 2011.
  • [Deb 01] Deb, K. and Kalyanmoy, D.: Multi-Objective Optimization Using Evolutionary Algorithms, John Wiley & Sons, Inc., New York, NY, USA, 2001.
  • [Hauschild 11] Hauschild, M. and Pelikan, M.: An introduction and survey of estimation of distribution algorithms, Swarm and Evolutionary Computation, Vol. 1, No. 3, pp. 111 - 128, 2011.
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