Art

J-GLOBAL ID：202002260597454392   Reference number：20A1093088

Constrained Optimization by Differential Evolution using ε Constrained Method and Pareto-based Approach for Simultaneous Design Optimization of Multiple Car Structures

ε制約法とパレート的アプローチを用いたDifferential Evolutionによる複数車両の同時最適化

Author (2)： HARA AKIRA (広島市立大学大学院情報科学研究科) ,  TAKAHAMA TETSUYUKI (広島市立大学大学院情報科学研究科)
Material： 進化計算学会論文誌(Web)  (Transaction of the Japanese Society for Evolutionary Computation (Web))
Volume： 10  Issue： 1  Page： 2-11(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)

Thesaurus term： constraint condition (restriction) ,  *evolutionary computation ,  *means of transportation ,  *optimization ,  optimization method ,  performance ,  evaluation ,  evaluation test ,  function (mathematics) ,  objective function ,  multiobjective programming ,  benchmark testing ,  *vehicle ,  *concurrent optimization ,  *differential evolution ,  *modification
Semi thesaurus term： optimal algorithm ,  evolutionary computation ,  constraints ,  multi-objective optimization problem

Author keywords (3)： differential evolution ,  constrained optimization problem ,  real-world problem

JST classification (2)： Numerical computation  (JE02000J) ,  Automobile design,structure and materials in general  (QG03010O)

Reference (26)：

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• [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 02] Deb, K., Pratap, A., Agarwal, S., and Meyarivan, T.: A fast and elitist multiobjective genetic algorithm: NSGA-II, IEEE transactions on evolutionary computation, Vol. 6, No. 2, pp. 182-197 (2002)
• [Fonseca 93] Fonseca, C. M., Fleming, P. J., et al.: Genetic algorithms for multiobjective optimization: formulation, discussion and generalization, in Proc. of the 5th international conference on genetic algorithms, Vol. 93, pp. 416-423 (1993)
• [Gong 08] Gong, W. and Cai, Z.: A multiobjective differential evolution algorithm for constrained optimization, in 2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on Computational Intelligence), pp. 181-188 (2008)

Terms in the title (3)： 制約 ,  レート ,  同時最適化