Competition on Testing Evolutionary Algorithms on Real-world Numerical Optimization Problems  @ CEC11, New Orleans, USA, June 2011

If you face any difficulties, please inform me ( epnsugan@ntu.edu.sg  ).

  1. Call for papers   

  2. S. Das, P. N. Suganthan, Problem Definitions and Evaluation Criteria for CEC 2011 Competition on Testing Evolutionary Algorithms on Real World Optimization Problems, Technical Report, Jadavpur University, India and Nanyang Technological University, Singapore, 2010.Technical Report   (Updated on 20th of Feb 2011)

  3. Software in Matlab  (Codes unchanged since 28th Dec 2010. Problems were re-ordered on 20th of Feb 2011)

  4. Software in C - Window version    (Last updated: 20st of Feb 2011) (For assistance, please contact: Dr Chun Chen )

  5. Software in C - Linux version    (Last updated: 20st of Feb 2011) (For assistance, please contact: Dr Antonio LaTorre atorre@fi.upm.es )

  6. Performance Comparisons as a pdf file   and     detailed results as an xls file

Published papers

  1. Saber Elsayed, Ruhul Sarker and Daryl Essam, "GA with a New Multi-Parent Crossover for Solving IEEE-CEC2011 Competition Problems", in Proc. Congress on Evolutionary Computation, pp. 1034 - 1040, New Orleans, June 2011. (GA-MPC)  UPDATED RESULTS  (Please ignore the results presented in the published version)  Codes , Winner of the Competition

  2. Saber Elsayed, Ruhul Sarker and Daryl Essam, "Differential Evolution with Multiple Strategies for Solving CEC2011 Real-world Numerical Optimization Problems",  in Proc. Congress on Evolutionary Computation, pp. 1041 - 1048, New Orleans, June 2011. (SAMODE)   UPDATED RESULTS  (Please ignore the results presented in the published version)

  3. Antonio LaTorre, Santiago Muelas and Jose-Maria Pena, "Benchmarking a Hybrid DE-RHC Algorithm on Real World Problems", in Proc. Congress on Evolutionary Computation, pp. 1027 - 1033, New Orleans, June 2011. (DE-RHC) 

  4.  Amit Saha and Tapabrata Ray, "How does the good old Genetic Algorithm fare at Real World Optimization?",  in Proc. Congress on Evolutionary Computation, pp. 1049 - 1056, New Orleans, June 2011. (RGA) 

  5.  Md. Asafuddoula, Tapabrata Ray and Ruhul Sarker, "An Adaptive Differential Evolution Algorithm and its Performance on Real World Optimization Problems", in Proc. Congress on Evolutionary Computation, pp. 1057 - 1062, New Orleans, June 2011. (Adap.DE171)

  6. Yu Wang, Bin Li and Kaibo Zhang, "Estimation of Distribution and Differential Evolution Cooperation for Real-world Numerical Optimization Problems",  in Proc. Congress on Evolutionary Computation, pp. 1315 - 1321, New Orleans, June 2011.  (ED-DE) 

  7. Hemant Kumar Singh and Tapabrata Ray, "Performance of a Hybrid EA-DE-Memetic Algorithm on CEC 2011 Real World Optimization Problems", in Proc. Congress on Evolutionary Computation, pp. 1322 - 1326, New Orleans, June 2011. (EA-DE-MA) 

  8. Peter Korosec and Jurij Silc, "The Continuous Differential Ant-Stigmergy Algorithm Applied to Real-World Optimization Problems",  in Proc. Congress on Evolutionary Computation, pp. 1327 - 1334, New Orleans, June 2011. (CDASA)

  9. Sunith Bandaru, Rupesh Tulshyan and Kalyanmoy Deb, "Modified SBX and Adaptive Mutation for Real World Single Objective Optimization", in Proc. Congress on Evolutionary Computation, pp. 1335 - 1342, New Orleans, June 2011. (mSBX-GA)   

  10. Gilberto Reynoso-Meza, Javier Sanchis, Xavier Blasco and Juan M. Herrero, "Hybrid DE Algorithm With Adaptive Crossover Operator For Solving Real-World Numerical Optimization Problems",  in Proc. Congress on Evolutionary Computation, pp. 1551 - 1556, New Orleans, June 2011. DE - ^cr

  11. Rammohan Mallipeddi and P. N. Suganthan, "Ensemble Differential Evolution Algorithm for CEC2011 Problems", in Proc. Congress on Evolutionary Computation, pp. 1557 - 1564, New Orleans, June 2011. (ENSML_DE) 

  12. Mandal Ankush, Aveek Kumar Das, Prithwijit Mukherjee, Swagatam Das and P. N. Suganthan, "Modified Differential Evolution with Local Search Algorithm for Real World Optimization",  in Proc. Congress on Evolutionary Computation, pp. 1565 - 1572, New Orleans, June 2011. (Mod_DE_LS)   

  13. U. Haider, S. Das, D. Maity, A. Abraham, P. Dasgupta, "Self Adaptive Cluster Based and Weed Inspired Differential Evolution Algorithm For Real World Optimization," in Proc. Congress on Evolutionary Computation, pp. 750 - 756, New Orleans, June 2011.  (WI_DE)

  14. Li Xiangtao and Yin Minghao, "Enhancing the Exploration Ability of Composite Differential Evolution through Orthogonal Crossover",  (OXCoDE)