Review Article

A Comprehensive Survey on Particle Swarm Optimization Algorithm and Its Applications

Table 3

Adherence to SI principles.

PrincipleAdherence of PSO

Proximity principleParticle swarm carried out N-dimensional space calculation over a series of time steps.
Quality principleParticle swarm responds to quality factors pbest & gbest.
Diverse response principleParticle swarm responses allocated between pbest and gbest.
Stability principleParticle swarm changes state only when gbest changes.
Adaptability principleParticle swarm changes state every time gbest changes.