Research Article

Video Superresolution via Parameter-Optimized Particle Swarm Optimization

Table 3

Performance comparison of SPSO, CPSO, and POMS-PSO implementation. Maximum evolution generation of SPSO and CPSO: 800. Maximum evolution generation of POMS-PSO outer loop: 40, inner loop: 20.

Functions Schaffer Tablet Rastrigin Quadric

Standard PSO
 Mean
 Standard deviation
 Minimum
 Median
 Maximum
CPSO
 Mean
 Standard deviation
 Minimum
 Median
 Maximum
POMS-PSO
 Mean
 Standard deviation
 Minimum
 Median
 Maximum