This work aims to provide new introduction to the particle swarm optimization methods using a formal analogy with physical systems. Table of Contents: Introduction / The Classical Particle Swarm Optimization Method / Boundary Conditions for the PSO Method / The Quantum Particle Swarm Optimization / Bibliography /Index