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ResearchFormerly WizWand

Multi-objective Knapsack Problem on Bi-KP n=100

0.4535HVEMNH
0.442580.4454150.448250.451085Oct 22, 2023Mar 26, 2024Aug 30, 2024Feb 3, 2025Jul 10, 2025Dec 14, 2025May 20, 2026
Updated 5mo ago

Evaluation results

MethodLinks
EMNHTime=21s, Instance Augmentation=false2023.100.45350
EMNHTime=17s2025.060.4535-0.02
POCCO-CTime=36s2025.060.4535-0.02
EMNHTime=17s2026.050.4535-0.04
POCCO-WTime=26s2025.060.45340
POCCO-WTime=23s2026.050.4534-0.02
WeCon-CCOTime=23s2026.050.45330
WS-DPTime=2.0h, Instance Augmentation=false2023.100.45327
MDRLTime=21s, Instance Augmentation=false2023.100.45327
WS-DPTime=2h2025.060.45320.04
MDRLTime=18s2025.060.45320.04
WS-DPTime=2h2026.050.45320.02
MDRLTime=18s2026.050.45320.02
DRL-MOATime=18s, Instance Augmentation=false2023.100.45319
DRL-MOATime=15s2025.060.45310.07
WE-CATime=16s2025.060.45310.07
DRL-MOATime=15s2026.050.45310.04
WE-CATime=10s2026.050.45310.04
WeConTime=10s2026.050.45310.04
CNHTime=23s2025.060.45270.15
CNHTime=10s2026.050.45270.13
PMOCOTime=22s, Instance Augmentation=false2023.100.452326
PMOCOTime=22s2025.060.45230.24
PMOCOTime=9s2026.050.45230.22
NSGA-IITime=8.0h2025.060.4520.31
NSGA-IITime=8.0h2026.050.4520.29
MOGLSTime=10h2025.060.4510.53
MOGLSTime=10h2026.050.4510.51
MOEA/DTime=1.7h2025.060.45080.57
MOEA/DTime=1.7h2026.050.45080.55
PPLS/D-CTime=47m, Instance Augmentation=false2023.100.448121
PPLS/D-CTime=47m2025.060.4481.19
PPLS/D-CTime=47m2026.050.4481.17
PA-MoE-WTime=21s2026.050.4432.27