Special Session & Competition on Real-World Multiobjective Constrained Optimization

at CEC-2021, Krakow, Poland, 28 June -01 July 2021 (with full paper)

at GECCO 2021, Lille, France, 10-14 July 2021 (with 2-page paper)


Organizers:   P. N. Suganthan, Mostafa Z. Ali, Guohua Wu, Rammohan Mallipeddi, Swagatam Das, and Abhishek Kumar.

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

Abhishek Kumar, Guohua Wu, Mostafa Ali, Qizhang Luo, Rammohan Mallipeddi, Ponnuthurai Suganthan, Swagatam Das, “A Benchmark-Suite of Real-World Constrained Multi-Objective Optimization Problems and some Baseline Results,”


Software and Data: Click on the title of the technical report to obtain the codes.

Or go to: https://github.com/P-N-Suganthan?tab=repositories


Paper Submission to CEC 2021 (Full paper)

Authors must strictly follow the manuscript preparation instructions to be given at:  https://cec2021.mini.pw.edu.pl/en  


When submitting papers at (https://ieee-cis.org/conferences/cec2021/upload.php ), please make sure that you select “SS-46. Special Session associated with Numerical Optimization Competitions” as the "Main Research Topic" for all papers making use of these benchmarks. 


We will follow the extended deadlines as determined by CEC 2021. If you require extra time, you can email us ( epnsugan@ntu.edu.sg  ).



Paper Submission to GECCO 2021 (2 page papers)

Two-page long competition paper preparation/submission instructions will be available soon at:  https://gecco-2021.sigevo.org/HomePage   . Usually, the submission deadline is in early April.


Request for Feedback

If you have suggestions to improve the technical report or if you find any potential bug in the codes, please inform us ( epnsugan@ntu.edu.sg  ).