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Original Articles

Real-coded genetic algorithm with variable rates of cross-over and mutation: a basis of global optimization for multi-modal functions via interval technique

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Pages 853-866 | Received 01 Apr 2005, Accepted 08 Nov 2006, Published online: 26 Mar 2007

References

  • Goldberg , D. E. 1989 . Genetic Algorithms: Search, Optimization and Machine Learning , Reading, MA : Addison Wesley .
  • Chelouah , R. and Siarry , P. 2000 . A continuous genetic algorithm designed for the global optimization of multimodal functions . Journal of Heuristics , 6 : 191 – 214 .
  • Bessaou , M. and Siarry , P. 2001 . A genetic algorithm with real-value coding to optimize multimodal continuous functions . Structural Multidisciplinary Optimization , 23 : 63 – 74 .
  • Hussain , M. F. and Al-Sultan , K. S. 1997 . A hybrid genetic algorithm for non-convex function minimization . Journal of Global Optimization , 11 : 313 – 324 .
  • Hong , T. P. , Wang , H. S. and Chen , W. C. 2000 . Simultaneously applying multiple mutation operators in genetic algorithms . Journal of Heuristics , 6 : 439 – 455 .
  • Yiu , K. F.C. , Liu , Y. and Teo , K. L. 2004 . A hybrid descent method for global optimization . Journal of Global Optimization , 28 : 229 – 238 .
  • Storn , R. and Price , K. 1997 . Differential evolution: a simple and efficient heuristic for global optimization over continuous space . Journal of Global Optimization , 11 : 341 – 359 .
  • Barrios , D. , Carrascal , A. , Manrique , D. and Rios , J. 2003 . Optimization with real-coded genetic algorithm based on mathematical morphology . International Journal of Computer Mathematics , 80 ( 3 ) : 275 – 293 .
  • Salhi , S. and Queen , N. M. 2004 . A hybrid algorithm for identifying global and local minima when optimizing functions with many minima . European Journal of Operations Research , 155 : 51 – 67 .
  • Ali , M. M. and Törn , A. 2004 . Population set- based global optimization: some modifications and numerical studies . Computers and Operational Research , 31 : 1703 – 1725 .
  • Wang , H.-F. and Wu , K.-Y. 2004 . Hybrid genetic algorithm for optimization problems with permutation property . Computers and Operations Research , 31 : 2453 – 2471 .
  • Michalewicz , Z. 1992 . Genetic Algorithms + Data Structure = Evaluation Programs , Berlin : Springer-Verlag .
  • Sakawa , M. 2002 . Genetic Algorithms and Fuzzy Multiobjective Optimization , Dordrecht : Kluwer Academic .
  • Rajasekaran , S. and Pai , G. A.V. 2002 . Neural Networks, Fuzzy Logic and Genetic Algorithms: Synthesis and Applications , New Delhi, , India : Prentice-Hall of India .

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