A new differential evolution algorithm for solving global optimization problems

Proceedings - International Conference on Advanced Computer Control, ICACC 2009

Volumn , Issue , 2009, Pages 388-392

  Pant, Millie ^a   Thangaraj, Radha ^a   Singh, V P ^a  

^a INDIAN INSTITUTE OF TECHNOLOGY ROORKEE   (India)

Author keywords

[No Author keywords available]

Indexed keywords

CONVERGENCE RATES; DE ALGORITHMS; DIFFERENTIAL EVOLUTION ALGORITHMS; DIFFERENTIAL EVOLUTIONS; EVOLUTIONARY APPROACHES; FINAL OBJECTIVES; GLOBAL OPTIMIZATION PROBLEMS; MULTI MODALS; MUTATION OPERATIONS; NUMERICAL RESULTS; OBJECTIVE FUNCTIONS; QUADRATIC INTERPOLATIONS; SEARCH ALGORITHMS;

COMPUTER CONTROL; CONVERGENCE OF NUMERICAL METHODS; GLOBAL OPTIMIZATION; LEARNING ALGORITHMS; OPTIMIZATION;

EVOLUTIONARY ALGORITHMS;

EID: 64949149406     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICACC.2009.102     Document Type: Conference Paper

References (15)

1. T. Bäck, D. B. Fogel, and Z. Michalewicz, Eds., Handbook of EvolutionaryComputation. New York: Inst. Phys. and Oxford Univ. Press, 1997.
2. J. Zhang, J. Xu and Q. Zhou, "A New Differential Evolution for Constrained Optimization Problems", In Proc. of the sixth Int. conf. on Intelligent Systems, Design and Applications, 2006, pp. 1018-1023.
3. X. Song, Y. Zhu, C. Yin, and F. Li, "Study on the combination of genetic algorithms and ant Colony algorithms for solving fuzzy job shop scheduling problems", In Proc. of IMACS Multiconference on Computational Engineering in Systems Applications, Vol. 2, pp. 1904-1909, 2006.
4. A. Abbasy and S. H. Hosseini, "A Novel Multi-Agent Evolutionary Programming Algorithm for Economic Dispatch Problems with Non-Smooth Cost Functions, In Proc. of IEEE Power Engineering Society General Meeting, pp. 1 -7, 2007.
5. C, Guangyi, G. Wei and H. Kaisheng, "On Line Parameter Identification of an Induction Motor Using Improved Particle Swarm Optimization", In Proc. of Chinese Control Conference, pp. 745-749, 2007.
6. E. Cao and M. Lai, "An Improved Differential Evolution Algorithm for the Vehicle Routing Problem With Simultaneous Delivery and Pick-up Service", In Proc. of Third International Conference on Natural Computation, Vol. 3, pp. 436-440, 2007.
7. R. Storn and K. Price, "Differential Evolution - a simple and efficient adaptive scheme for global optimization over continuous spaces", Technical Report, International Computer Science Institute, Berkley, 1995.
8. R. Storn and K. Price, "Differential Evolution - a simple and efficient Heuristic for global optimization over continuous spaces", Journal Global Optimization. 11, 1997, pp. 341-359.
9. R. Stom, "System design by constraint adaptation and differential evolution", IEEE Transactions on Evolutionary Computation, Vol. 3, pp. 22-34, 1999.
10. A.P. Engelbrecht, "Fundamentals of Computational Swarm Intelligence," John Wiley & Sons Ltd, 2005.
11. M. Pant, R. Thangaraj and A. Abraham, "A New PSO Algorithm Incorporating Reproduction Operator for Solving Global Optimization Problems", In proc. of 7th International Conference on Hybrid Intelligent Systems, IEEE Computer Society press, USA, 2007, pp. 144-149.
12. M. Pant, R. Thangaraj and A. Abraham, "A New PSO Algorithm with Crossover Operator for Global Optimization Problems", Advances in Soft computing Series, Springer Verlag, Germany, E. Corchado et al. (Eds.): Innovations in Hybrid Intelligent Systems, Vol. 44, 2007, pp. 215-222.
13. M. Pant, R. Thangaraj and V. P. Singh, "A New Particle Swarm Optimization with Quadratic Interpolation", In proc. of Int. Conf. on Computational Intelligence and Multimedia Applications (ICCIMA'07), India, IEEE Computer Society Press, Vol. 1, 2007, pp. 55-60.
14. D. Karaboga and S. Okdem, "A simple and Global Optimization Algorithm for Engineering Problems: Differential Evolution Algorithm", Turk J. Elec. Engin. 12(1), 2004, pp. 53-60.
15. C. Mohan and K. Shanker, "A Controlled Random Search Technique For Global Optimization using Quadratic Approximation", Asia-Pacific Journal of Operational Research, Vol. 11, pp. 93-101, 1994.