Linear
class LinearDecreasingInertia(initialInertia: Double = ParticleSwarmSolver.defaultInitialInertia, finalInertia: Double = ParticleSwarmSolver.defaultFinalInertia, horizon: Int = ParticleSwarmSolver.psoDefaultMaxIterations) : InertiaWeightSchedule(source)
A linearly decreasing inertia-weight schedule. The inertia weight decreases linearly from initialInertia toward finalInertia over horizon iterations, then is held at finalInertia. This is the most common PSO inertia schedule.
Parameters
initial
the starting inertia weight. Defaults to ParticleSwarmSolver.defaultInitialInertia.
final
the floor inertia weight reached at horizon. Must be positive and no greater than initialInertia. Defaults to ParticleSwarmSolver.defaultFinalInertia.
horizon
the number of iterations over which the decrease occurs. Must be >= 1. Defaults to ParticleSwarmSolver.psoDefaultMaxIterations; set it to match the solver's maximum number of iterations for a full decrease across a run.