Improvements of real coded genetic algorithms based on differential operators preventing premature convergence

Advances in Engineering Software - Tập 35 Số 3-4 - Trang 237-246 - 2004
Ondřej Hrstka1, Anna Kučerová2
1Computing and Information Center, Faculty of Civil Engineering, Czech Technical University in Prague, Thákurova 7, 166 29 Prague, Czech Republic
2Department of Structural Mechanics, Faculty of Civil Engineering, Czech Technical University in Prague, Thákurova 7, 166 29 Prague, Czech Republic

Tóm tắt

Từ khóa


Tài liệu tham khảo

Andre, 2000, An improvement of the standard genetic algorithm fighting premature convergence in continuous optimization, Adv Engng Software, 32, 49, 10.1016/S0965-9978(00)00070-3

Baker JE. Reducing bias and inefficiency in the selection algorithm. In: Grefenstette J, editor. Proceedings of the First International Conference on Genetic Algorithms. London: Lawrence Erlbaum. p. 101–11.

Davis, 1990

DE homepage. http://www.icsi.berkeley.edu/storn/code.html.

Fan, 2000, An empirical comparison of three novel genetic algorithms, Engng Comput, 17, 981, 10.1108/02644400010360901

Foo NY, Bosworth JL. Algebraic, geometric, and stochastic aspects of genetic operators. Technical Report 003120-2-T. University of Michigan; 1972.

Goldberg, 1989

Grefenstette, 1987, Genetic algorithms and their applications

Holland JH. Adaptation in natural and artificial systems. Internal report. Ann Arbor, MI: University of Michigan; 1975.

Hollstein RB. Artificial genetic adaptation in computer control systems. PhD Thesis. University of Michigan; 1971.

Hrstka O, Kučerová A. Search for optimization method on multidimensional real domains. In: Contributions to Mechanics of Materials and Structures. CTU Reports, vol. 4. Czech Technical University in Prague; 2000. p. 87–104.

Lepš, 2003, New approach to optimization of reinforced concrete beams, Comput Struct, 10.1016/S0045-7949(03)00215-3

Matouš, 2000, Applying genetic algorithms to selected topics commonly encountered in engineering practice, Comput Meth Appl Mech Engng, 190, 1629, 10.1016/S0045-7825(00)00192-4

Michalewicz, 1996

Rafiq, 1998, Genetic algorithms in optimal design and detailing of reinforced biaxial columns supported by a declarative approach for capacity checking, Comput Struct, 69, 443, 10.1016/S0045-7949(98)00108-4

SADE homepage. http://klobouk.fsv.cvut.cz/~ondra/sade/sade.html.

Storn, 1996

Yamamoto, 1995, New evolutionary direction operator for genetic algorithms, AIAA J, 33, 1990, 10.2514/3.12761