Research Article

A Decomposition-Based Unified Evolutionary Algorithm for Many-Objective Problems Using Particle Swarm Optimization

Table 4

Comparisons of HV between proposed algorithm and other MOEAs.

FunctionsMOPSOMOPSO/DNSGA-IIMOEA/DGongDEMO

DTLZ1Mean
Std.
DTLZ1Mean
Std.
DTLZ1Mean
Std.
DTLZ1Mean
Std.

DTLZ2Mean
Std.
DTLZ2Mean
Std.
DTLZ2Mean
Std.
DTLZ2Mean
Std.

DTLZ3Mean
Std.
DTLZ3Mean
Std.
DTLZ3Mean
Std.
DTLZ3Mean
 Std.

DTLZ4Mean
Std.
DTLZ4Mean
Std.
DTLZ4Mean
Std.
DTLZ4Mean
Std.