This is a test dataset for comparison with the latest multi-objective evolutionary algorithms. We have split the experiment into two groups in high and low dimensions respectively, and the experimental results are outstanding. We used IGD as the performance metric, and the data in parentheses are the std of 20 independent repetitions of the experiment and were analyzed for significance.

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Documentation: 
AttachmentSize
File Action space.pdf127.53 KB
File Fig-ae.pdf53.68 KB
File DQN.pdf89.76 KB
File FIG-III.pdf59.68 KB
File IGDSPEED.pdf49.04 KB
File MDP.pdf143.18 KB
File PBI.pdf52.3 KB
[1] Jiazheng Li, "Online Continuous Variation Operator Configuration for Decomposition-based Evolutionary Multi-objective Optimization", IEEE Dataport, 2024. [Online]. Available: http://dx.doi.org/10.21227/aq1k-q041. Accessed: Nov. 11, 2024.
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doi = {10.21227/aq1k-q041},
url = {http://dx.doi.org/10.21227/aq1k-q041},
author = {Jiazheng Li },
publisher = {IEEE Dataport},
title = {Online Continuous Variation Operator Configuration for Decomposition-based Evolutionary Multi-objective Optimization},
year = {2024} }
TY - DATA
T1 - Online Continuous Variation Operator Configuration for Decomposition-based Evolutionary Multi-objective Optimization
AU - Jiazheng Li
PY - 2024
PB - IEEE Dataport
UR - 10.21227/aq1k-q041
ER -
Jiazheng Li. (2024). Online Continuous Variation Operator Configuration for Decomposition-based Evolutionary Multi-objective Optimization. IEEE Dataport. http://dx.doi.org/10.21227/aq1k-q041
Jiazheng Li, 2024. Online Continuous Variation Operator Configuration for Decomposition-based Evolutionary Multi-objective Optimization. Available at: http://dx.doi.org/10.21227/aq1k-q041.
Jiazheng Li. (2024). "Online Continuous Variation Operator Configuration for Decomposition-based Evolutionary Multi-objective Optimization." Web.
1. Jiazheng Li. Online Continuous Variation Operator Configuration for Decomposition-based Evolutionary Multi-objective Optimization [Internet]. IEEE Dataport; 2024. Available from : http://dx.doi.org/10.21227/aq1k-q041
Jiazheng Li. "Online Continuous Variation Operator Configuration for Decomposition-based Evolutionary Multi-objective Optimization." doi: 10.21227/aq1k-q041