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Kromozom Seçim Metriğinin Yinelemeli İki-Aşamalı Evrimsel Programlamada Performansa Katkısı

Year 2013, Volume: 10 Issue: 1, - , 01.05.2013
https://izlik.org/JA98JB68RZ

Abstract

In this study, the contribution of changing the metric designated for selecting
the chromosomes in solution of optimization problems in a new evolutionary optimization
algorithm which is called as the Recursive Two-Stage Evolutionary Programming is investigated.
The performed metric change puts forward comparable results in the tested
optimization problems with respect to the metric applied before. The obtained results are
presented in this study.

References

  • [1] J. H. Holland, Adaptation in Natural and Artificial Systems, The University of Michigan Press, MI: Ann Arbor 1975.
  • [2] J. H. Holland, Genetic Algorithms, Scientific American (July 1992), 66–72.
  • [3] D. B. Fogel, Evolutionary Computation: Toward a New Philosophy of Machine Intelligence, IEEE Press, New York 1995.
  • [4] K. K. Lai and J.W.M. Chan, Developing a simulated annealing algorithm for the cutting stock problem, Computers and Industrial Engineering 32 (1997), 115–127.
  • [5] M. Iwamatsu, Generalized evolutionary programming with Levy-type mutation, Computer Physics Communications 147 (2002), 729–732.
  • [6] Q. Wu, Cauchy mutation for decision-making variable of Gaussian particle swarm optimization applied to parameters selection of SVM, Expert Systems with Applications 38 (2011), 4929– 4934.
  • [7] Q. Wu, Power load forecasting based on hybrid PSO with Gaussian and adaptive mutation and Ws-SVM, Expert Systems with Applications 37 (2010), 194–201.
  • [8] R. Banos, C. Gil, J. Reca and F. G. Montoya, A memetic algoritm applied to the design of water distribution networks, Applied Soft Computing 10 (2010), 261–266.
  • [9] M. S. Alam, M. M. Islam, X. Yao and K. Murase, Recurring two-stage evolutionary programming: a noval approach for numerical optimization, IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics 41 (2011), 1352–1365.

Year 2013, Volume: 10 Issue: 1, - , 01.05.2013
https://izlik.org/JA98JB68RZ

Abstract

References

  • [1] J. H. Holland, Adaptation in Natural and Artificial Systems, The University of Michigan Press, MI: Ann Arbor 1975.
  • [2] J. H. Holland, Genetic Algorithms, Scientific American (July 1992), 66–72.
  • [3] D. B. Fogel, Evolutionary Computation: Toward a New Philosophy of Machine Intelligence, IEEE Press, New York 1995.
  • [4] K. K. Lai and J.W.M. Chan, Developing a simulated annealing algorithm for the cutting stock problem, Computers and Industrial Engineering 32 (1997), 115–127.
  • [5] M. Iwamatsu, Generalized evolutionary programming with Levy-type mutation, Computer Physics Communications 147 (2002), 729–732.
  • [6] Q. Wu, Cauchy mutation for decision-making variable of Gaussian particle swarm optimization applied to parameters selection of SVM, Expert Systems with Applications 38 (2011), 4929– 4934.
  • [7] Q. Wu, Power load forecasting based on hybrid PSO with Gaussian and adaptive mutation and Ws-SVM, Expert Systems with Applications 37 (2010), 194–201.
  • [8] R. Banos, C. Gil, J. Reca and F. G. Montoya, A memetic algoritm applied to the design of water distribution networks, Applied Soft Computing 10 (2010), 261–266.
  • [9] M. S. Alam, M. M. Islam, X. Yao and K. Murase, Recurring two-stage evolutionary programming: a noval approach for numerical optimization, IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics 41 (2011), 1352–1365.
There are 9 citations in total.

Details

Journal Section Research Article
Authors

Turgut Önal This is me

Ulaş Beldek This is me

Publication Date May 1, 2013
IZ https://izlik.org/JA98JB68RZ
Published in Issue Year 2013 Volume: 10 Issue: 1

Cite

APA Önal, T., & Beldek, U. (2013). Kromozom Seçim Metriğinin Yinelemeli İki-Aşamalı Evrimsel Programlamada Performansa Katkısı. Cankaya University Journal of Science and Engineering, 10(1). https://izlik.org/JA98JB68RZ
AMA 1.Önal T, Beldek U. Kromozom Seçim Metriğinin Yinelemeli İki-Aşamalı Evrimsel Programlamada Performansa Katkısı. CUJSE. 2013;10(1). https://izlik.org/JA98JB68RZ
Chicago Önal, Turgut, and Ulaş Beldek. 2013. “Kromozom Seçim Metriğinin Yinelemeli İki-Aşamalı Evrimsel Programlamada Performansa Katkısı”. Cankaya University Journal of Science and Engineering 10 (1). https://izlik.org/JA98JB68RZ.
EndNote Önal T, Beldek U (May 1, 2013) Kromozom Seçim Metriğinin Yinelemeli İki-Aşamalı Evrimsel Programlamada Performansa Katkısı. Cankaya University Journal of Science and Engineering 10 1
IEEE [1]T. Önal and U. Beldek, “Kromozom Seçim Metriğinin Yinelemeli İki-Aşamalı Evrimsel Programlamada Performansa Katkısı”, CUJSE, vol. 10, no. 1, May 2013, [Online]. Available: https://izlik.org/JA98JB68RZ
ISNAD Önal, Turgut - Beldek, Ulaş. “Kromozom Seçim Metriğinin Yinelemeli İki-Aşamalı Evrimsel Programlamada Performansa Katkısı”. Cankaya University Journal of Science and Engineering 10/1 (May 1, 2013). https://izlik.org/JA98JB68RZ.
JAMA 1.Önal T, Beldek U. Kromozom Seçim Metriğinin Yinelemeli İki-Aşamalı Evrimsel Programlamada Performansa Katkısı. CUJSE. 2013;10. Available at https://izlik.org/JA98JB68RZ.
MLA Önal, Turgut, and Ulaş Beldek. “Kromozom Seçim Metriğinin Yinelemeli İki-Aşamalı Evrimsel Programlamada Performansa Katkısı”. Cankaya University Journal of Science and Engineering, vol. 10, no. 1, May 2013, https://izlik.org/JA98JB68RZ.
Vancouver 1.Turgut Önal, Ulaş Beldek. Kromozom Seçim Metriğinin Yinelemeli İki-Aşamalı Evrimsel Programlamada Performansa Katkısı. CUJSE [Internet]. 2013 May 1;10(1). Available from: https://izlik.org/JA98JB68RZ