Special Session on Constrained Real-Parameter Optimization, CEC-06, Vancouver, Canada, 17-21 July.

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

  1. Call for papers

  2. The problems and codes in Matlab, C, C++, Java, etc. are available for downloading as a zip folder :   CEC-2006 zip-folder

     

  3. J. J. Liang, T. P. Runarsson, E. Mezura-Montes,  M. Clerc, P. N. Suganthan1, C. A. Coello Coello, K. Deb, "Problem Definitions and Evaluation Criteria for the CEC 2006", Special Session on Constrained Real-Parameter Optimization, Technical Report, Nanyang Technological University, Singapore, 2006 (available in CEC-2006 zip-folder).

  4.  Performance Comparisons and analysis in pdf

 

 

Top Five Papers are listed below (Codes Available for #2 & #5)

  1. T. Takahama, and S. Sakai, "Constrained Optimization by the ε Constrained Differential Evolution with Gradient-Based Mutation and Feasible Elites", Hiroshima City University, Japan (email: takahama@its.hiroshima-cu.ac.jp) & Hiroshima Shudo University, Japan (e-mail: setuko@shudo-u.ac.jp).

  2. J. J. Liang and P. N. Suganthan, "Dynamic Multi-Swarm Particle Swarm Optimizer with a Novel Constraint-Handling Mechanism", Nanyang Technological University, Singapore 639798 (e-mails: liangjing@pmail.ntu.edu.sg, epnsugan@ntu.edu.sg).

  3. Kalyanmoy Deb, Ankur Sinha and S. Aravind, "A Population-Based, Parent Centric Procedure for Constrained Real-Parameter Optimization", Indian Institute of Technology Kanpur Email: deb, ankursi,aravindsg@iitk.ac.in

  4. E. Mezura-Montes, J. Vel´azquez-Reyes and C. A. Coello Coello, "Modified Differential Evolution for Constrained Optimization", emezura@lania.mx, jesus.velazquez@gmail.com ccoello@cs.cinvestav.mx

  5. V. L. Huang, A. K. Qin, and P. N. Suganthan, "Self-adaptive Differential Evolution Algorithm for Constrained Real-Parameter Optimization", Nanyang Technological University,  Singapore (email: huangling@pmail.ntu.edu.sg, qinkai@pmail.ntu.edu.sg, epnsugan@ntu.edu.sg)

The submitted papers are listed below

  1. J. Brest, V. Zumer, and M. S. Mauˇcec, "Self-Adaptive Differential Evolution Algorithm in Constrained Real-Parameter Optimization", University of  Maribor, Smetanova ul. 17, 2000 Maribor, Slovenia, (email: janez.brest, zumer, mirjam.sepesy@uni-mb.si)

  2. K. Zielinski and R. Laur, "Constrained Single-Objective Optimization Using Differential Evolution", zielinski@item.uni-bremen.de, rlaur@item.uni-bremen.de

  3. K. Zielinski and R. Laur, "Constrained Single-Objective Optimization Using Particle Swarm Optimization", zielinski@item.uni-bremen.de, rlaur@item.uni-bremen.de

  4. T. Takahama, and S. Sakai, "Constrained Optimization by the ε Constrained Differential Evolution with Gradient-Based Mutation and Feasible Elites", Hiroshima City University, Japan (email: takahama@its.hiroshima-cu.ac.jp) & Hiroshima Shudo University, Japan (e-mail: setuko@shudo-u.ac.jp).

  5. J. J. Liang and P. N. Suganthan, "Dynamic Multi-Swarm Particle Swarm Optimizer with a Novel Constraint-Handling Mechanism", Nanyang Technological University, Singapore 639798 (e-mails: liangjing@pmail.ntu.edu.sg, epnsugan@ntu.edu.sg).

  6. M. Fatih Tasgetiren, and P. N Suganthan, "A Multi-Populated Differential Evolution Algorithm for Solving Constrained Optimization Problems", Fatih University, 34500, Buyukcekmece, Istanbul, Turkey,  email: ftasgetiren@fatih.edu.tr) & Nanyang Technological University, Singapore 639798, email: epsugan@ntu.edu.sg.

  7. A. E. Mu˜noz-Zavala, A. Hern´andez-Aguirre, E. R. Villa-Diharce and S. Botello-Rionda, "PESO+ for Constrained Optimization," Centro de Investigaci´on en Matem´aticas (CIMAT),  aemz@cimat.mxartha@cimat.mx),  villadi@cimat.mxbotello@cimat.mx.

  8. E. Mezura-Montes, J. Vel´azquez-Reyes and C. A. Coello Coello, "Modified Differential Evolution for Constrained Optimization", emezura@lania.mx, jesus.velazquez@gmail.com ccoello@cs.cinvestav.mx
  9.  V. L. Huang, A. K. Qin, and P. N. Suganthan, "Self-adaptive Differential Evolution Algorithm for Constrained Real-Parameter Optimization", Nanyang Technological University,  Singapore (email: huangling@pmail.ntu.edu.sg, qinkai@pmail.ntu.edu.sg, epnsugan@ntu.edu.sg)

  10. T. P. Runarsson, "Approximate Evolution Strategy using Stochastic Ranking", University of Iceland, Iceland. (email: tpr@hi.is).

  11. S. Kukkonen and J. Lampinen, "Constrained Real-Parameter Optimization with Generalized Differential Evolution", saku.kukkonen@lut.fi

  12. Kalyanmoy Deb, Ankur Sinha and S. Aravind, "A Population-Based, Parent Centric Procedure for Constrained Real-Parameter Optimization", Indian Institute of Technology Kanpur Email: deb, ankursi,aravindsg@iitk.ac.in